Yonina C. Eldar
Faculty of Mathematics and Computer Science
Weizmann Institute of Science
Rehovot 7610001, Israel
+972-8-9343702
yonina.eldar@weizmann.ac.il
Date
May, 2024
Home Address
Hapartizanim 1, Rehovot, Israel
Personal Background
Born on January 25, 1973 in Toronto, Canada. Moved to Israel in August, 1979. Mother of five children: Yonatan, Moriah, Tal, Noa and Roei.
Education
Tel-Aviv University, Israel
- Bachelor of Science in Physics Magna Cum Laude, 1995.
- Bachelor of Science in Electrical Engineering Summa Cum Laude, 1996.
- Master of Science equivalent in Electrical Engineering, 1995 - 1996.
- Direct course towards Ph.D. degree in Electrical Engineering, 1996.
Massachusetts Institute of Technology, USA
- September 1998 - December 2001: Ph.D. in Electrical Engineering and Computer Science.
- Thesis: "Quantum Signal Processing''.
- Thesis Supervisor: Prof. Alan V. Oppenheim.
- Minor: Mathematics.
Harvard Business School, USA
- The 8400 Health Network Leadership Program, 2021.
Tel-Aviv University - Lahav Executive Education, Israel
- Course for Directors and Executives, 2022.
Professional Experience
- March 2019 - Present: Professor in the Math and Computer Science Department, Weizmann Institute of Science.
- March 2019 - Present: Head of the Center for Biomedical Engineering and Signal Processing, Weizmann.
- January 2010 - February 2019: Professor in the Electrical Engineering Department at the Technion - Israel Institute of Technology.
- 2023 - Present: Member of the Board of Directors of Arbe Robotics.
- 2024 - Present: Visiting Research Professor in the Department of Electrical Engineering at The University of Hong Kong.
- 2023 - Present: Visiting Research Collaborator in the Department of Electrical and Computer Engineering at Princeton University.
- 2023 - Present: Adjunct Professor in the Department of Electrical and Computer Engineering in the College of Engineering at Northeastern University.
- 2022 - Present: Distinguished Visiting Professor of Tsinghua University, Beijing, China.
- 2020 - Present: Advisory Professor of Fudan University, Shanghai, China.
- 2020 - Present: Fellow of the 8400 Health Network.
- 2018 - Present: Visiting Professor at the Massachusetts Institute of Technology, Cambridge, MA, USA.
- 2018 - Present: Visiting Scientist at the Broad Institute, Cambridge, MA, USA.
- 2016 - Present: Adjunct Professor at Duke University, Durham, USA.
- Summer 2017: Visiting Professor at Stanford University, California, USA.
- Summer 2016: Visiting Professor at Duke University, Durham, USA.
- Summer 2015: Visiting Professor at the University of Minnesota, Minneapolis, USA.
- August 2009 - 2014: Visiting Professor at the Statistics and Electrical Engineering Departments at Stanford.
- Summer 2008: Visiting Professor at ETH, Zurich, Switzerland.
- Summer 2007: Visiting Professor at the Statistics Department at Stanford, California, USA.
- July 2002 - 2008: Research Affiliate with the Research Laboratory of Electronics at the Massachusetts Institute of Technology.
- June 2005 - January 2010: Associate Professor in the Electrical Engineering Department at the Technion - Israel Institute of Technology.
- September 2002 - June 2005: Senior Lecturer in the Electrical Engineering Department at the Technion - Israel Institute of Technology.
- June 2002 - August 2002: Visiting Scientist at the Technion - Israel Institute of Technology.
- January 2002 - June 2002: Postdoctoral associate with the Digital Signal Processing Group at the Massachusetts Institute of Technology.
- September 1998 - December 2001: Research associate with the Research Laboratory of Electronics at the Massachusetts Institute of Technology.
- October 1996 - August 1998: Research associate with the Department of Electrical Engineering at Tel-Aviv University.
Honors and Awards
- 2025: Best Paper Award in IEEE Transactions on Signal Processing (together with F. Liu, Y. F. Liu, A. Li and C. Masouros).
- 2025: Best Paper Award in IEEE Signal Processing Magazine (together with V. Monga and Y. Li).
- 2025: Best Paper Award in IEEE Transactions on Signal Processing (together with X. Liu, T. Huang, N. Shlezinger, Y. Liu and J. Zhou).
- 2024: Highly Cited Researcher, Clarivate and Scilit.
- 2024: Best Female Scientist Award by Research.com.
- 2024: Fred W. Ellersick Prize Paper Award (together with N. Shlezinger, G. C. Alexandropoulos, M. F. Imani and D. R. Smith).
- 2024: Best Paper Award in IEEE Wireless Communications and Networking Conference (together with P. Shen, Y. Shao, H. Pan and L. Lu).
- 2024: Best Scientist in the field of Computer Science Award by Research.com.
- 2024: Electronics and Electrical Engineering Leader Award by Research.com.
- 2024: Elected as a Fellow of the Industry Academy within the International Artificial Intelligence Industry Alliance (AIIA).
- 2023: The Landau Science and Arts Award in Mathematics.
- 2023: Research.com Electronics and Electrical Engineering in Israel Leader Award.
- 2023: Elected as a member of The Academia Europaea.
- 2022: Amazon Research Award.
- 2022: Elected as a Fellow of Asia-Pacific Artificial Intelligence Association (AAIA).
- 2022: Best Student Paper Award ICASSP 2022 (awarded to E. Azar; joint paper with S. Muletti).
- 2021: Premium Award for Best Paper in IET Radar, Sonar & Navigation (together with A. M. Elbir and K. V. Mishra).
- 2021: IEEE SPS Signal Processing Magazine Best Column Award (together with M. Mishali).
- 2021: Highly Cited Researcher, Web of Science.
- 2021: Audience Choice Award, IEEE Data Science & Learning Workshop.(together with N. Shlezinger, J. Whang and A. Dimakis).
- 2021: Dorothy and Patrick Gorman Professorial Chair.
- 2020: Highly Cited Researcher, Web of Science.
- 2020: Google Research Faculty Award.
- 2019: Highly Cited Researcher, Web of Science.
- 2018: Selected as one of 50 Distinguished Women Scientists in Asia.
- 2018: Highly Cited Researcher, Clarivate Analytics.
- 2017: Elected as a member of The Israel Academy of Sciences and Humanities.
- 2017: Elected an EURASIP Fellow, "For Groundbreaking Contributions to Sub-Nyquist and Compressed Sampling, Convex Optimization and Statistical Signal Processing”.
- 2016: Signal Processing Society Overview Paper Award (together with M. Duarte).
- 2016: IEEE IUS 2016 - Plane-Wave Imaging Challenge in Medical UltraSound (PICMUS) Award (awarded to undergraduate students Dan Cohen and Meged Shoham).
- 2016: The IEEE Kiyo Tomiyasu Award, "For Development of the Theory and Implementation of Sub-Nyquist Sampling with Applications to Radar, Communications and Ultrasound".
- 2015: Signal Processing Society Best Paper Award (together with M. Mishali).
- 2015: The Hershel Rich Technion Innovation Award (for Sub-Nyquist ultrasound).
- 2015: The Henry Taub Prize for Academic Excellence.
- 2014: UFFC 2014 Outstanding Paper Award.
- 2014: SIAM Outstanding Paper Prize 2014.
- 2014: IEEE ICASSP Show and Tell Best Demo Award, for Sub-Nyquist Cognitive Radio System.
- 2014: IEEE ICASSP Show and Tell Best Demo Award, for Sub-Nyquist Radar Prototype System.
- 2014: IEEE/AESS Fred Nathanson Memorial Radar Award, "For Contribution to Sub-Nyquist Sampling Theory with Application to Radar and Array Processing".
- 2013: IEEE Signal Processing Society Technical Achievement Award, "For Fundamental Contributions to Sub-Nyquist and Compressed Sampling, Convex Optimization and Statistical Signal Processing".
- 2013: The Hershel Rich Innovation Award (for super-resolution in optical devices).
- 2013: Technion's Award for Excellence in Teaching.
- 2013: Edwards Chair in Engineering.
- 2012: Elected an IEEE Fellow, "For Contributions to Compressed Sampling, Generalized Sampling and Convex Optimization".
- 2012: Selected to the Young Israel Academy of Science.
- 2012: IET Circuits, Devices and Systems Premium Award.
- 2012: Selected to the Israel Committee for Higher Education (MALAG).
- 2012: Best Student Paper Award IEEE Conference on Signal Processing (awarded to Yuejie Chi; joint paper with R. Calderbank).
- 2012: Signal Processing Society Distinguished Lecturer.
- 2011: Weizmann Prize for Exact Sciences.
- 2011: Selected as One of the 50 Most Influential Women in Israel.
- 2011: Best Student Poster Award SPIE Medical Imaging Conference (awarded to Noam Wagner; joint paper with A. Feuer and Z. Friedman).
- 2010: Google Research Faculty Award.
- 2010: Michael Bruno Memorial Award from the Rothschild Foundation.
- 2009: Technion's Award for Excellence in Teaching.
- 2008: The Hershel Rich Innovation Award (for Sub-Nyquist Wideband Sensing).
- 2008: Award for Women with Distinguished Contributions, Haifa Municipality.
- 2008: Muriel & David Jacknow Award for Excellence in Teaching.
- 2008: Technion Outstanding Lecture Award.
- 2008: Best Student Paper Award IEEE Israel (awarded to M. Mishali; joint paper with J. Tropp).
- 2007: The Henry Taub Prize for Excellence in Research.
- 2007: Young Author Best Paper Award of the IEEE Signal Processing Society (awarded to A. Wiesel; joint paper with S. Shamai).
- 2006: Reviewer Appreciation Award for the IEEE Transactions on Signal Processing.
- 2005: Andre and Bella Meyer Academic Lecturship.
- 2005: Best Student Paper Award IEEE Workshop on Signal Processing Advances in Wireless Communications (SPAWC) (awarded to my student A. Wiesel; joint paper with S. Shamai).
- 2004: Wolf Foundation Krill Prize for Excellence in Research.
- 2003: Alon Fellow.
- 2002: Career Development Chair - Technion.
- 2002: Horev Fellow in the Leaders of Science and Technology Program at the Technion.
- 2000: IBM Research Fellowship.
- 1998: Walter A. Rosenblith Fellowship for Study in Electrical Engineering and Computer Science at MIT.
- 1996: Admitted to the Direct Course towards a Ph.D. at Tel-Aviv University.
- 1993-1996: Cited on the Dean's List for Academic Achievement.
- 1995: Tel-Rad Scholarship.
- Summer 1994: Selected to Participate in the De-Shalit Research Program at the Weizmann Institute and Elected an Outstanding Participant.
- 1992-1996: Stipend for Outstanding Students, Tel-Aviv University.
- 1992-1996: Special Honors Program for Outstanding Students, Under the Tutelage of Prof. Liebowitz in Tel-Aviv University.
Professional Activities
Conference Chair
- Plenary Co-Chair, International Conference on Acoustics and Signal Processing (ICASSP), 2024.
- Co-Chair of the 2nd KAST-IASH Bilateral Symposium, Seoul, Korea, May 2023.
- Plenary Co-Chair, European Signal Processing Conference (EUSIPCO), 2022.
- Co-chair of the BIRS Workshop on Intersection of Information Theory and Signal Processing, 2018.
- Co-chair of The Future of Signal Processing Symposium, Cambridge, MA, 2017.
- Technical Co-Chair, International Conference on Sampling Theory and Applications, 2013.
- Tutorial Co-Chair, International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2011.
- Technical Co-Chair, International Conference on Sampling Theory and Applications, 2011.
- Organizing committee of the workshop Sparse Representations and Efficient Sensing of Data, Dagstuhl, 2011.
- Chair of the Compressive Sampling track in the BIRS Sampling and Reconstruction workshop, 2010.
- Organizing committee of the workshop on Applications of Optimization in Science and Engineering, IPAM, 2010.
- Technical Co-Chair, International Conference on Sampling Theory and Applications, 2009.
- Co-chair of the IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, (CAMSAP) 2009.
- Technical Co-chair of the IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, (CAMSAP) 2007.
Program Committee Member
- Organizer of a workshop: “Workshop on Integrated Sensing-Communication-Computation for Intelligence of Everything”, IEEE Wireless Communications and Networking Conference, 2025.
- Organizer of a workshop: “Workshop on Integration of Sensing, Communication, and Computation (ISCC)”, ICASSP 2024.
- Organizer of a special session: "Model-based machine learning for wireless communications and sensing", ICASSP 2024.
- Technical Program Committee, International Symposium on Information Theory, 2022.
- Organizer of a special session: "Model-Based Deep Learning in Signal Processing", ICASSP 2022.
- Organizer of a special session: "Multi-Function Radio Frequency System: Radar, Communication, Positioning and Beyond", ICASSP 2021.
- Organizer of a special session: "Data Science Methods for COVID-19", ICASSP 2021.
- Organizer of a special session: "Challenge on Ultrasound Beamforming with Deep Learning", IUS 2020.
- Invited expert for the AI and Early Detection of Pancreatic Cancer Virtual Summit, 2020.
- Steering Committee for the International Conference on Sampling Theory and Applications, 2019.
- Technical Program Committee, IEEE Data Science Workshop, 2018.
- Technical Program Committee, IEEE Information Theory Workshop, 2018.
- Organizer of a panel: "Open Problems in Signal Processing", ICASSP 2018.
- Organizer of a panel: "Open Problems in Signal Processing", ICASSP 2017.
- Organizer of a special session: "Information-Theoretic Methods in Signal Acquisition, Analysis and Processing", ICASSP 2017.
- Steering Committee for the International Conference on Sampling Theory and Applications, 2017.
- Scientific Committee for CoSeRa 2015, Pisa, Italy.
- Steering Committee for the International Conference on Sampling Theory and Applications, 2015.
- Technical Program Committee for Globecom 2014, Austin, USA.
- Technical Program Committee for ITW 2013, Hobart, Tasmania.
- Scientific Committee, Optimization and Statistics in Image Processing, Toulouse, 2013.
- Technical Program Committee, The International Workshop on advances in Regularization, Optimization, Kernel methods and Support vector machines, 2013.
- Organizer of a special session: "Spectrum Sensing for Cognitive Radio Systems", CAMSAP 2013.
- Technical Program Committee, IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2013.
- Technical Program Committee, International Symposium on Information Theory, 2012.
- Technical Program Committee, Statistical Signal Processing Workshop, 2011.
- Organizer of a special session: "Compressed Sensing", SampTA 2011.
- Technical Program Committee, International Symposium on Information Theory, 2010.
- Organizer of a special session: "Recent Advances in Sampling Theory: Applications to Imaging Systems," SIAM Conference on Imaging Science 2010.
- Technical Program Committee, Ninth Asian Conference on Quantum Information Science, AQIS 2009.
- Technical Program Committee, IEEE Statistical Signal Processing Workshop, 2009.
- Organizer of a special session: "Compressed Sensing", CAMSAP 2009.
- Organizer of a special session: "Compressed Sensing", SampTA 2009.
- Scientific Committee, 1st IAPR Workshop on Cognitive Info. Processing, 2008.
- Technical Program Committee, European Signal Processing Conference, 2008.
- Technical Program Committee, International Symposium on Information Theory, 2008.
- Technical Program Committee, European Signal Processing Conference, 2007.
- Organizer of a special session: "Estimation and Detection", Asilomar 2006.
- Organizer of a special session: "Convex Analysis Methods for Signal Processing", ICASSP 2006, Toulouse, France.
- Technical Program Committee, International Symposium on Information Theory, 2005.
- Technical Program Committee, IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2005.
IEEE Committees
- IEEE Signal Processing Society Board of Governors, 2023-2025.
- Integrated Sensing and Communication Emerging Technology Initiative, 2021-Present.
- IEEE Kiyo Tomiyasu Award Committee, 2020-Present.
- IEEE Ultrasonics Symposium Medical Ultrasound Technical Program Committee, 2019-Present.
- AES Society Liaison for Women in Engineering Committee (WiEC), 2019-2022.
- AESS Fellow Evaluation Committee, 2019-2021.
- IEEE Signal Processing for Communications and Networking Technical Committee, 2019-Present.
- IEEE Founders Medal Committee, 2018-Present.
- Member of the Board of Governors of the IEEE Aerospace and Electronics Systems Society, 2019-2021.
- IEEE Warren D. White Award Selection Committee, 2017-Present.
- IEEE Noyce Medal Committee, 2016-2019.
- IEEE Daniel E. Noble Award for Emerging Technologies Committee, 2015-2019.
- IEEE Computational Imaging Special Interest Group, 2015-2018.
- IEEE Nominations and Appointments Committee, 2014-2016.
- IEEE Sensor Array and Multichannel Technical Committee, 2014-2019.
- IEEE Big Data Special Interest Group, 2014-2019.
- IEEE Bio Imaging and Signal Processing Technical Committe, 2009-2012.
- IEEE Signal Processing Theory and Methods Technical Committee, 2005-2010.
Editor
- Editor-in-Chief of Foundations and Trends in Signal Processing, 2012-Present.
- Senior Editor of the IEEE Journal on Special Areas in Information Theory, 2019-Present.
- Senior Editorial Board of the IEEE Journal of Selected Topics in Signal Processing, 2015-2021.
- Editorial board of Sampling Theory, Signal Processing, and Data Analysis, 2020-Present.
- Editorial board of Sampling Theory in Signal and Image Processing, 2013-Present.
- Editorial board of Foundations and Trends in Signal Processing, 2007-2012.
- Associate Editor for the SIAM Journal on Imaging Sciences (SIIMS), 2009-2013.
- Associate Editor for the SIAM Journal on Matrix Analysis and Applications (SIMAX), 2007-2010.
- Associate Editor for the EURASIP Journal on Signal Processing, 2006-2009.
- Associate Editor for the IEEE Transactions on Signal Processing, 2005-2009
- Guest Editor for IEEE Internet of Things Magazine special issue on “Federated Learning for Industrial Internet of Things".
- Guest Editor for IEEE JSAC special issue on "Communication Efficient Distributed Learning over Networks".
- Guest Editor for IEEE JSAC Special Issue on “Recent Advances in Integrated Sensing and Communications (ISAC)”.
- Guest Editor for IEEE JSTSP Special Series on “AI in Signal and Data Science - Toward Explainable, Reliable, and Sustainable Machine Learning”.
- Guest Editor for IEEE JSTSP Special Issue on ”Intelligent Signal Processing and Learning for Next Generation Multiple Access”.
- Guest Editor for IEEE Journal of Selected Areas in Sensors Special Issue on “Integrating Sensing and Communication for Intelligent Internet of Things”.
- Guest Editor for IEEE Communications Magazine Special Issue on "Semantic Communications: Transmission Beyond Shannon".
- Editor for IEEE Journal on Selected Areas in Information Theory special issue on "Deep Learning Methods for Inverse Problems".
- Guest Editor IEEE JSTSP issue on "Distributed Signal Processing for Edge Learning in B5G IoT Networks".
- Guest Editor for the IEEE Transactions on Medical Imaging special issue on "Machine Learning for Image Reconstruction".
- Guest Editor for the IEEE Journal of Selected Topics in Signal Processing special issue on "Signal Analysis for Detection and Monitoring of Contagious Diseases".
- Guest Editor for the IEEE Journal on Selected Areas in Communications special issue on "Integrated Sensing and Communications".
- Guest Editor for the IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control special issue on “Deep Learning in Medical Ultrasound – From Image Formation To Image Analysis".
- Guest Editor for the IEEE Journal of Selected Topics in Signal Processing special issue on "Information Theoretic Methods in Data Acquisition, Analysis, and Processing".
- Guest Editor for the IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control special issue on "Sparsity Driven Methods in Medical Ultrasound".
- Guest Editor for the IEEE Signal Processing Magazine special issue on "Convex Optimization for Signal Processing".
- Guest Editor for the IEEE Journal of Selected Topics in Signal Processing special issue on "Compressive Sensing ".
- Guest Editor for the Hindawi Journal on Wireless Communications and Networking special issue on "Optimization Techniques in Wireless Communications".
- Guest Editor for the IEEE Journal of Selected Topics in Signal Processing special issue on "Convex Optimization Methods for Signal Processing".
- Guest Editor for the Journal of Applied Signal Processing special issue on "Frames and Overcomplete Representations in Signal Processing, Communications, and Information Theory".
Technion Committees
- TICC Technion Integrated Cancer Center Committee Member.
- EE Department Faculty Web Design Committee Member.
- EE Department Hiring Committee.
- Head of the EE Department Committee for Women in Engineering. Organized an open day for female high-school students.
- EE Department Graduate Studies Committee. Member of PhD student admission sub-committee.
- EE Department Committee for termination of studies.
- Member of the Technion Committee for Academic Degrees.
- Member of the Technion Interdisciplinary Committee for Graduate Studies in Applied Mathematics.
- Faculty representative on the Technion Board of Governors.
Other Committees
- Membership in the Scientific Advisory Board for the Bioconvergence Program, 2023-Present.
- Member of the Advisory Board of the Technology Innovation Institute (TII) in Abu Dhabi, United Arab Emirates, 2022-Present.
- Member of the Alon Fellowship Committee, 2022-Present.
- Member of the Scientific Advisory Board of MARIE, 2021-Present.
- Engineering Panel of the Research Grants Council (RGC) of Hong Kong, China, 2024-Present.
- Advisory Board of Cambridge Centre for Data-Driven Discovery (C2D3), 2021-Present.
- Co-Chair of the InterAcademy Partnership’s COVID‐19 Advisory Group, 2020-Present.
- Selection Committee to the Emergency Plan of the Israel Academy for Postdocs in Israel, 2020.
- Centre Tecnologic de Telecomunicacions de Catalunya Scientific Committee Member, 2019-2024.
- Jury for the Blavatnik Awards for Young Scientists in Israel, 2018-2022.
- Advisory Committee for the Arxiv Electrical Engineering and Systems Science, 2018-Present.
- Chair of the Committee for Promoting Gender Fairness in Higher Education Institutions, 2017-Present.
- Member of the Batsheva de Rothschild Fund Advisory Board, The Israel Academy of Sciences and Humanities, 2017-Present.
- Head of the BSF Panel for Applied Mathematics, 2017.
- Member of the Committee for Post-Doctoral Students of the Israel Academy of Science, 2015-Present.
- Chair of the Judging Committee for Excelling Women Post-doctoral Students Scholarship Program of the Planning and Budgeting Committee (PBC), 2015-2022.
- Member of the Committee for making higher education accessible to Haredim, 2012-2015.
- Member of the Israel Committee for Higher Education (MALAG), 2012-2015.
- Chair of the High Committee for Certification, Recognition and Authorization.
- Chair of Domain Names Committee.
- Academic Policy Committee Member.
- Member of Science, Engineering, Medicine and Architecture Committee.
- Member of the Committee for Daylight Savings formed by the Minister of Interior, 2013.
- Member of the Rothschild Fellowships Committee, 2011.
Research Interests
My research interests include medical imaging, sampling methods and A/D design, compressed sensing, deep learning and graphs, communication, radar and remote sensing, signal and image processing for optics, computational biology, detection and estimation theory, optimization for signal processing.
Teaching Experience
Technion: Introduction to Digital Signal Processing, Introduction to Random Signal Processing, Generalized Sampling Methods, Advanced Seminar In Signal Processing and Communications. Advanced Seminar In Signal Processing (MIT).
Weizmann: Introduction to Signal Sampling and Processing; Advances in AI and Data Science for Healthcare; Computer vision.
Invited Plenaries
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IEEE International Conference on Signal, Information and Data Processing 2024, China, November 2024.
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International Workshop on Medical Ultrasound Tomography (MUST), Amsterdam, June 2024.
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Workshop on Signal Processing for Autonomous Systems, Seoul, Korea, April 2024.
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Medical Equipment Conference, Chongqing, China, March 2024.
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International Radar Conference, Sydney, Australia, November 2023.
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IEEE Statistical Signal Processing (SSP) Workshop, Hanoi, Vietnam, July 2023.
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IEEE Promoting Diversity in Signal Processing (PROGRESS) Workshop, Rhodes, Greece, June 2023.
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3rd Radar in Future Global Summit, Beijing, China, April 2023.
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IEEE Wireless Communications and Networking Conference (WCNC), Glasgow, Scotland, March 2023.
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National Conference on Communications (NCC) 2023, Guwahati, India, February 2023.
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International Workshop On Mathematical Issues In Information Sciences, December 2022.
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GLOBECOM Workshop on Wireless Communications for Distributed Intelligence, December 2022.
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International Symposium on Multi-modal Sensing and Information Processing (ISMSIP 2022), December 2022.
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6G Summit, Abu Dhabi, UAE, November 2022.
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ECCV Medical Computer Vision Workshop, Tel Aviv, Israel, October 2022.
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ISWCS, 18th International Symposium on Wireless Communication Systems, Hangzhou, China, October 2022.
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KLA AI Conference, Tel Aviv, Israel, September 2022.
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IEEE International Mediterranean Conference on Communications and Networking, Athens, Greece, September 2022.
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Cross Federated Learning, Santa Clara, USA, September 2022.
- STATOS Thematic Workshop on Distributed Communication-constrained Learning, Belgrade, Serbia, August 2022.
- IEEE International Symposium on Information Theory (ISIT), June 2022.
- IEEE ICC, Seoul, Korea, May 2022.
- Korean Society of Artificial Intelligence in Medicine, Seoul, Korea, May 2022.
- ICC 2022 Workshop on Integrated Sensing and Communications, Seoul, Korea, May 2022.
- Israel Radiological Association, May 2022.
- Artificial Intelligence, Machine Learning and Data Science World Forum, March 2022.
- Women in Data Science Conference, March 2022.
- Future of Information and Communication Conference (FICC), March 2022.
- IEEE International Symposium on Biomedical Imaging (ISBI), March 2022.
- IEEE International Hybrid Symposium on Joint Communications & Sensing, Austria, March 2022.
- IEEE 16th International Conference on Industrial and Information Systems, Sri Lanka, December 2021.
- Material Characterization and localization (MARIE), November 2021.
- Applications and Methods in Acoustics, EM, Radar, and Sonar, November 2021.
- Bioimage Informatics, Paris, November 2021.
- Asilomar Conference on Signals Systems, and Computers, California, November 2021.
- IEEE Information Theory Workshop (ITW), Kanazawa, October 2021.
- Machine Learning for Medical Imaging Reconstruction, MICCAI, October 2021.
- Biennial Symposium on Communications, BSC 2021, Canada, June 2021.
- International Conference on Computational Photography, Haifa, Israel, May 2021.
- International Conference on Wireless Communications Signal Processing and Networking, Chennai, India, March 2021.
- IEEE 92nd Vehicular Technology Conference (VTC), Victoria, BC Canada, October 2020.
- International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Barcelona, Spain, May 2020.
- Sixth Indian Control Conference, Hyderabad, India, December 2019.
- Digitalization Event, Stockholm, November 2019.
- International Workshop on Signal Processing Advances in Wireless Communications, Nice, France, July 2019.
- Metrology for Aerospace, Torino, Italy, June 2019.
- International Conference on Optics and Electro-Optics (OASIS), Tel-Aviv, Israel, April 2019.
- International Workshop on Compressed Sensing applied to Radar, Siegen, Germany, September 2018.
- SIAM Conference on Imaging Science, Bologna, Italy, June 2018.
- 8th Microwave and Radar Week, Poznan, Poland, May, 2018.
- 22nd International ITG Workshop on Smart Antennas, Bochum, Germany, March 2018.
- Information Theory and Applications Workshop, San Diego, California, February 2018.
- International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, Curacao, December 2017.
- Operations Research Society of Israel, Naor Lecture, May 2017.
- IEEE Information Theory Workshop, Cambridge, UK, September 2016.
- Future Directions Workshop on Compressive Sensing and Sensing-Processing Integration, Duke USA, January 2016.
- ICore meeting, Israel, November 2015.
- Matheon Conference on Compressed Sensing and its Applications, Berlin, December 2015.
- Signal Processing Workshop, Salt Lake City, August 2015.
- International Conference on Sampling Theory and Applications, Washington, May 2015.
- European Signal Processing Conference (EUSIPCO), Lisbon, Portugal, September 2014.
- International Workshop on Compressed Sensing Applied to Radar, September 2013.
- 21st Signal Processing and Communications Applications Conference 2013, Cyprus, April 2013.
- Baseband to Microwave Technologies, Tel Aviv, January 2013.
- Statistical Signal Processing Workshop, Ann Arbor, USA, August 2012.
- International Symposium on Mathematical Theory of Networks and Systems, Melbourne, July 2012.
- IEEE Sensor Array and Multichannel Signal Processing Workshop, June 2012.
- The Israel Machine Vision Conference, February 2012.
- DSP Symposium, Tel Aviv, June 2011.
- Sampling and Reconstruction: Applications and Advances, Banff, November 2010.
- Research Association on Mathematical Programming, Tokyo, Japan, October 2008.
- European Signal Processing Conference (EUSIPCO), Lausanne, Switzerland, August 2008.
- International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, Mexico, December 2005.
Invited Talks
- AI & Generative AI Summit, Raanana, September 2024.
- AI Challenges for European Research and Academia, London, September 2024.
- Biomed Israel, Tel Aviv, May 2024.
- GenAI: Challenges and Opportunities in Signal Processing, Seoul, Korea April 2024.
- Final Workshop, Tel Aviv, February 2024.
- 5th International Symposium on Multi-modal Sensing and Information Processing (ISMSIP 2023), Xidian, China, December 2023.
- Mobile and Wireless in EE, KAIST, Korea, December 2023.
- Academia Europea, Munich, Germany, October 2023.
- Challenges in Continuous Optimization and its Applications, Tel-Aviv, September 2023.
- Futurewei University Days Workshop, USA, August 2023.
- NKI-Weizmann Conference, Exploring uncharted territories in cancer research, Netherlands, May 2023.
- AI for Healthcare, Tel-Aviv, January 2023.
- Abarbanel Workshop, Tel-Aviv, December 2022.
- AI Summit, Abu Dhabi, December 2022.
- Focus on Cancer Early Detection Research Symposium, December 2022.
- IPAM Mathematical Advances for Multi-Dimensional Microscopy, October 2022.
- SIAM Conference on Mathematics of Data Science (MDS22), September 2022.
- Med.AI Conference, September 2022.
- Open Data Science Conference Europe, June 2022.
- Expert Session, ICASSP 2022, Singapore, May 2022.
- AI Week, Tel Aviv, February 2022.
- Israel Vacuum Society Webinar Series, January 2022.
- Interpretability, Safety and Security in AI, Cambridge, December 2021.
- Maths, AI and Neuroscience, Stockholm, Sweden, December 2021.
- Global Summit Telemedicine & Digital Health, December 2021.
- Deep Reconstruction Workshop, MGH, Boston, November 2021.
- Seeking Low Dimensionality in Deep Neural Networks, November 2021.
- Huawei, STW, Beijing, China, October 2021.
- Future of Wireless 2021, Huawei, Sweden, September 2021.
- Deep Learning and inverse Problems, INI, Cambridge, September 2021.
- Networks of Machine Learning, for Machine Learning, by Machine Learning, September 2021
- Signal Processing Advances in Wireless Communications (SPAWC), Italy, September 2021.
- Machine Learning for Algorithms, Boston, July 2021.
- Model-Based Deep Learning in Ultrasound Imaging, Acoustics in Focus meeting, June 2021.
- Sixth London Symposium on Information Theory (LSIT), London, May 2021.
- IEEE Data Science and Learning Workshop, Toronto, May 2021.
- Oberwolfach Workshop, March 2021.
- 9th Annual D. Dan and Betty Kahn Symposium, December 2020.
- AI Cures Conference: Data-driven Clinical Solutions for COVID-19, September 2020, MIT.
- Weizmann COVID19 Workshop, April 2020.
- The Annual Conference of the Israel Society for Medical and Biological Engineering (ISMBE), Haifa, February 2020.
- International Conference on Microwaves, Communications, Antennas and Electronic Systems, Tel-Aviv, November 2019.
- World Laureate Association Forum, Shanghai, China, October 2019.
- IEEE Communication Theory Workshop, Iceland, May 2019.
- Quantum Connections, Israel Academy of Science, May 2019.
- SIAM Conference on Imaging Science, Bologna, Italy, June 2018.
- Image Science Gordon Research Conference, Boston USA, June 2018.
- Technology Innovation 2018, Berlin, February 2018.
- Final workshop, Jerusalem, Israel, November 2017.
- German-Israeli Research Workshop on Optimization, Haifa, October 2017.
- OSA Imaging and Applied Optics Congress, San Francisco, USA, June 2017.
- Spatio-Temporal Control of Waves: From Imaging to Sensing 2017, Corsica, France, April 2017.
- Workshop on the Interface of Statistics and Optimization, Duke, USA, February 2017.
- Workshop in Memory of Prof. Uriel Rothblum, Technion, Israel, January 2017.
- Continuous Optimization: Challenges and Applications, Haifa, Israel, September 2016.
- London Workshop on Sparse Signal Processing, London, England, September 2016.
- ECSEL JU Collaboration Program, March, 2016.
- Future Directions Workshop on Compressive Sensing and Sensing-Processing Integration, Duke, USA, January 2016.
- Radar Symposium, Ben Gurion University, January 2016.
- DevelopEX2015, Tel Aviv, November 2015.
- The 4th Duke University Workshop on Sensing and Analysis of High-Dimensional Data, Durham, July 2015.
- The 3rd International Workshop on Mathematical Issues in Information Sciences (MIIS 2015), Xi'an, July 2014.
- The 5th International Conference on Computational Harmonic Analysis (ICCHAV 2014), Nashville, May 2014.
- Advanced Communications Center Annual Workshop and Feder Family Award Ceremony, Tel-Aviv, February 2014.
- International Ultrasoinc Symposium, Prague, 2013.
- International Conference on Sampling Theory and Applications, 2013.
- CIMI Workshop, Tolouse, 2013.
- Statistics, Optimization, and Signal Processing, Darmstdat, 2013.
- Mathematics and Image Analysis, Paris, January 2012.
- Sparse and Low Rank Approximation, Banff, March 2011.
- UCSD Information Theory and Applications Workshop, February 2011.
- IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2010.
- Compressed Sensing Track, BIRS 2010.
- Applications of Optimization in Science and Engineering, IPAM, UCLA, 2010.
- Sparsity and Computation, Bonn, Germany, June 2010.
- UCSD Information Theory and Applications Workshop, February 2010.
- Compressed Sensing Workshop, Duke, Durham USA, February 2009.
- Dagstuhl Seminar on Structured Decompositions, Germany, Dec. 2008.
- Conference on Mathematics in Signal Processing, Cambridge, England, Dec. 2008.
- Panel on Convex Optimization in Signal Processing, ICASSP 2008.
- International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, Virgin Islands, December 2007.
- Workshop on Optimization and Signal Processing, Hong Kong, December 2007.
- Minerva Optimization Center, Technion, Oct. 2007.
- International Conference on Continuous Optimization, Ontario, Canada, August 2007.
- UCSD Information Theory and Applications Workshop, January 2007.
- 21st European Conference on Operational Research, Iceland, July 2006.
- International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, Mexico, December 2005.
- Israel Statistical Association, Tel-Aviv University, Israel, May 2005.
- Israel Physical Society Meeting, December 2004.
- Conference in Honor of Asher Peres' 70th Birthday, February 2004.
- ETH-Technion Meeting, Zurich, Switzerland, February 2004.
- Zurich Communications Seminar, Zurich, Switzerland, February 2004.
- Quantum Information Conference, QUBIT, April 2003.
- HP-MIT Wireless Networking Initiative Kick-off, Cambridge, Massachusetts, January 2002.
Invited Seminars
- Apple Europe, December 2024.
- Hebrew University, Jerusalem, Israel, November 2024.
- The University of Hong Kong, Hong Kong, November 2024.
- Hong Kong Polytechnic University, November 2024.
- Peking University, Beijing, China, October 2024.
- Tsinghua University, Beijing, China, August 2024.
- Peking University, Beijing, China, August 2024.
- Beijing Institute of Technology, Beijing, China, August 2024.
- Fudan University, Shanghai, China, August 2024.
- Shanghai Jiao Tong University, Shanghai, China, August 2024.
- The Chinese University of Hong Kong, Shenzhen, China, August, 2025.
- Hong Kong University of Science and Technology, Hong Kong, June 2024.
- William Mong Distinguished Lecture Hong Kong University, Hong Kong, June 2024.
- Budapest University of Technology and Economics, Budapest, February 2024.
- Northeastern University, Boston, USA, July 2023.
- Mitsubishi Electric Research Laboratories, Cambridge, USA, July 2023.
- Mathworks, Natic, USA, July 2023.
- Dewpoint, Boston, USA, July 2023.
- Apple, Cambridge, USA, July 2023.
- National 6G Roadmap, USA, April 2023.
- Theoretically Speaking Seminar Series, Berkeley, December 2022.
- University of California, Los Angeles, California, December 2022.
- Bar-Ilan University, Israel, December 2022.
- AI for Good, AI in 5G, June 2022.
- Korea University, Seoul, Korea, May 2022.
- One World Signal Processing Seminar Series, May 2022.
- Hadassah Pathology Department Seminar, March 2022.
- Sunnybrook Health Sciences Centre, Toronto, Canada, January 2022.
- Zoom on Cancer Seminar, Weizmann Institute of Science, December 2021.
- Mohamed bin Zayed University of Artificial Intelligence (MBZUAI), Abu Dhabi, November 2021.
- ECE Communications and Signal Processing Seminar, University of Michigan, October 2021.
- Forum on Electronic Information Science and Technology (FEIST), Tsinghua University, Beijing, October 2021.
- Foundations of Data Science, Maynooth University Hamilton Institute, Ireland, September 2021.
- ComSoc-SPS Integrated Sensing and Communication Initiative Webinar Series, June 2021.
- Tel-Aviv University, Israel, May 2021.
- Texas Instruments, Texas, April 2021.
- Boston University Colloquium, Boston, MA, April 2021.
- Center for Scientific Computation and Mathematical Modeling, Maryland, March 2021.
- CS distinguished seminar, Chalmers, Sweden, March 2021.
- Signal Processing and Computational Image Formation (SPACE) Webinar Series, March 2021.
- Sheba Medical Center Neurology Department Seminar Series, January 2021.
- Ultrasound in Obstetrics, Beilinson, December 2020.
- Mathematics of INformation, Data, and Signals (MINDS) Seminar, November 2020.
- IEEE Signal Processing Society Delhi Chapter, August 2020.
- Steele Lab, MGH, August 2020.
- Innovative Computing Research Group, Durham, UK, July 2020.
- Imaging and Inverse Problems (IMAGINE), May 2020.
- MIT Media Lab, Massachusetts Institute of Technology, Boston, Massachusetts, February 2020.
- Chemistry Seminar, Weizmann Institute, Israel, January 2020.
- Ben Gurion University, Israel, January 2020.
- Indian Institute of Technology Bombay, Mumbai, India, December 2019.
- Indian Institute of Technology Delhi, Delhi, India, December 2019.
- Indian Institute of Science, Bangalore, India, December 2019.
- Israel Aerospace Industries, November 2019.
- Fudan University, Shanghai, October 2019.
- Life Science Seminar, Weizmann Institute, October 2019.
- EPFL, Lausanne, Switzerland, September 2019.
- University of Virginia, Charlottesville, Virginia, August 2019.
- Nokia Bell Labs, Holmdel, New Jersey, August 2019
- Case Western Reserve University, Cleveland, Ohio, February 2019.
- National Institute of Health, Bethesda, Maryland, January 2019.
- Martinos Center, Boston, USA, December 2018.
- Children’s Hospital, Boston, USA, December 2018.
- Yale University, New Haven, Connecticut, November 2018.
- Lincoln Laboratory, MIT, Lexington, MA, November 2018.
- John-Hopkins University, Baltimore, Maryland, November 2018.
- NYU Tandon School of Engineering, New York, August 2018.
- NYU School of Medicine, New York, August 2018.
- MIT, Boston, August 2018.
- Mitsubishi Electric Research Laboratories, Cambridge, August 2018.
- Harvard University, Cambridge, August 2018.
- Princeton University, Princeton, New Jersey, August 2018.
- Columbia University, New York, July 2018.
- Bar-Ilan University, Israel, April 2018.
- TWIM Distinguished Lecture Series, Tel-Aviv University, January 2018.
- Hebrew University, Jerusalem, Israel, November 2017.
- Princeton University, USA, October 2017.
- Siemens Corporate Research, Princeton, USA, September 2017.
- California Institute of Technology, Pasadena, California, USA, August 2017.
- University of California Berkeley, California, USA, July 2017.
- Weizmann Institute, Rechovot, Israel, March 2017.
- Tsinghua University, Beijing, China, October 2016.
- Analog Devices, Boston, USA, January 2016.
- Ben-Gurion University, Israel, December 2015.
- Tel-Aviv University, Israel, November 2015.
- University of Minnesota (UMN) July 2015.
- Carnegie Mellon University (CMU) July 2015.
- Mayo Clinic, Rochester, July 2015.
- Delft University of Technology (TUDelft), March 2015.
- Qualcom, Feburary 2015.
- Hebrew University, Feburary 2014.
- Elta, Janurary 2014.
- Supersonic Imagine, Aix-en-Provence, France, November 2013.
- International Center of Mathematics and Information, Toulouse, June 2013.
- Hebrew University, Jerusalem, Israel, April 2013.
- General Electric, Israel, April 2013.
- Applied Materials, January 2013.
- Berkeley, California, August 2012.
- University of Melbourne, Australia, July 2012.
- Weizmann Institute, Rechovot, Israel, April 2012.
- Ecole Normale Superieure de Cachan, France, January 2012.
- Elbit, Israel, January 2012.
- Rafael, Israel, December 2011.
- Sampling Theory and Appications, Singapore, May 2011.
- University of California Berkeley, California, March 2011.
- University of California, Los Angeles, California, December 2010.
- Ericsson, San Jose, California, December 2010.
- Elta Systems, Israel, October 2010.
- Stanford University, California, October, 2010.
- Duke University, Durham, North Carolina, September 2010.
- John-Hopkins University, Baltimore, Maryland, September 2010.
- General Electric Global Research Center, New York, September 2010.
- Agilent, Santa Rosa, September 2010.
- Google, Mountain View, California, July 2010.
- Agilent, Santa Clara, California, June 2010.
- Telegant Systems, Sunnyvale, California, May 2010.
- Aquantia, Milpitas, California, May 2010.
- University at Illinois of Urbana-Champaign, Illinois, April 2010.
- University of Southern California, Los Angeles, California, March 2010.
- Texas Instruments, Dallas, Texas, March 2010.
- University of California, Davis, California, February 2010.
- Stanford University, California, January 2010.
- Qualcomm, San Diego, California, January 2010.
- Massachusetts Institute of Technology, Boston, Massachusetts, December 2009.
- Princeton University, Princeton, New Jersey, December 2009.
- Cornell University, Ithaca, New York, November 2009.
- Rochester University, Rochester, New York, November 2009.
- Columbia University, New York, November 2009.
- Stanford University, California, October 2009.
- California Institute of Technology, Pasadena, California, October 2009.
- University of California, Los Angeles, California, October 2009.
- University of California Berkeley, California, September 2009.
- University of Minnesota, Minneapolis, September 2009.
- University of Wisconsin-Madison, Wisconsin, September 2009.
- HP Labs, Palo Alto, California, September 2009.
- University of Michigan, Ann Arbor, Michigan, February, 2009.
- Weizmann Institute, Israel, July 2008.
- Hebrew University, Israel, June 2008.
- Rice University, Houston, Texas, April 2008.
- Tel-Aviv University, Israel, March 2008.
- Hebrew University, Israel, February 2008.
- Stanford University, California, July 2007.
- California Institute of Technology, Pasadena, California, April 2007.
- Massachusetts Institute of Technology, Boston, Massachusetts, April 2007.
- University of Darmstadt, Darmstadt, Germany, January 2007.
- University of California, Los Angeles, August 2006.
- University of Michigan, Ann Arbor, Michigan, March 2005.
- Tel-Aviv University, Israel, January 2005.
- University of Duisburg, Germany, August 2004.
- Hebrew University, Israel, June 2004.
- Operations Research Seminar, Technion, May 2004.
- EPFL, Lausanne, Switzerland, February 2004.
- Technical University of Denmark, December 2003.
- Hebrew University, Israel, June 2003.
- Physics Seminar, Technion, April 2003.
- Electrical Engineering Seminar, Technion, March 2003.
- University of California Berkeley, California, April 2002.
- University of Illinois at Urbana-Champaign, Illinois, April 2002.
- Stanford University, California, April 2002.
- Texas Instruments, Dallas, Texas, February 2002.
- Woods Hole Oceanographic Institution, Woods Hole, Massachusetts, August 2001.
- Bell Laboratories, Murray Hill, New Jersey, August 2001.
- Technion, Israel Institute of Technology, Israel, April 2001.
- California Institute of Technology, Pasadena, California, February 2001.
Distinguished Lectures for the IEEE Signal Processing Society
- Austin, Texas, December 2013.
- Montreal, Canada, May 2013.
- Vancouver, Canada, May 2013.
- Toronto, Canada, April 2013.
- Ottawa, Canada, April 2013.
- Girne, Cyprus, April 2013.
- Munich, Germany, January 2013.
- Barcelona, Spain, January 2013.
- Rome, Italy, January 2013.
- Eilat, Israel, November 2012.
- Syracuse University, New York, October 2012.
- KTH, Sweden, September 2012.
- Chalmers, Sweden, September 2012.
- Santa Clara, California, July 2012.
- Georgia Tech, Atlanta, Georgia, July 2012.
- Melbourne, Australia, July 2012.
- Thessaloniki, Greece, May 2012.
- Bochum, Germany, May 2012.
- Ecole Normale Supe'rieure de Cachan, France, January 2012.
Tutorials
- Near-Field Communications for 6G: Fundamentals, Challenges, Potentials, and Future Directions, ICC 2024, Denver, Colorado.
- Model-Based Deep Learning, IEEE MLSP 2023, Rome, Italy.
- Artificial Intelligence in Ultrasound Imaging, IEEE ISBI 2023, Cartagena de Indias, Columbia.
- Artificial Intelligence in Ultrasound Imaging, IEEE IUS 2023, Montreal, Canada.
- Signal Processing for 6G Near-Field Communications, ICASSP 2023, Rhodes, Greece.
- Interplay between Sensing and Communications: Fundamental Limits, Signal Processing, and Prototyping, IEEE ICC 2023, Rome, Italy.
- Federated Learning: A Communications and Signal Processing Perspective, IEEE ICC 2023, Rome, Italy.
- Near-Field Communications for 6G: Fundamentals, Challenges, Potentials, and Future Directions, IEEE ICC 2023, Rome, Italy.
- Interplay between Sensing and Communications: Fundamental Limits, Signal Processing, and Prototyping, GLOBECOM 2022, Rio de Janeiro, Brazil.
- Deep Learning for Ultrasound Imaging, IUS 2022, Venice, Italy.
- Model-Based Deep Learning, ISIT 2022, Espoo, Finland.
- Near-Field Wideband XL-MIMO for 6G: Challenges, Solutions, and Opportunities, ICC 2022, Seoul, South Korea.
- Model-Based Deep Learning for Communications, ICC 2022, Seoul, South Korea.
- Federated Learning: A Signal Processing Perspective, ICASSP 2022, Singapore.
- Model-Based Deep Learning in Signal Processing, ICASSP 2021, Toronto, Canada.
- Deep Learning for Ultrasound Imaging, ISBI 2021, Nice, France.
- Machine Learning and Wireless Communications, EUSIPCO 2020, Amsterdam, Holland.
- Deep Learning for Ultrasound Imaging, IUS 2020, Las Vegas, California, USA.
- Machine Learning and Wireless Communications, ICASSP 2020, Barcelona, Spain.
- Deep Learning for Ultrasound Imaging, IUS 2019, Glasgow, Scotland.
- Recovering Lost Information in the Digital World, Harbin, China, July 2018.
- Super-Resolution Imaging in Microscopy and Ultrasound, ICASSP 2018, Calgary, Canada.
- Phase Retrieval: Theory, Algorithms and Applications, ICASSP 2016, Shanghai, China.
- Phase Retrieval with Application to Optical Imaging, School of ICASSP 2015, Brisbane, Australia.
- Compressed Sensing and Applications to Optical Imaging, FiO 2012, Rochester, USA.
- Summer School on Compressive Sensing and MIMO Signal Processing, National Tsing Hua University 2012, Taiwan.
- Sub-Nyquist Sampling: From Theory to Applications, ISIT 2011, St. Petersburg, Russia.
- Xampling: From Theory to Hardware of Sub-Nyquist Sampling, ICASSP 2011, Prague.
- Structured Compressed Sensing: From Theory to Applications, ISBI 2011, Chicago, USA.
- Beyond Bandlimited Sampling: Nonideal Sampling, Smoothness and Sparsity, ICASSP 2009, Taiwan.
- Improving on Maximum Likelihood Estimation: New Tools For Old Problems, ICASSP 2007, Hawaii.
- Numerical Optimization Methods for Robust Parameter Estimation, EUSIPCO 2006, Florence, Italy.
Working Experience
- Elbit, Israel, 2022-Present. Patent Consulting in the field of RF.
- Dewpoint, Cambridge, MA, 2022-Present. Consulting services in the field of super resolution microscopy.
- Fetus02, Israel, 2022-Present. Consulting services in the field of AI and signal processing.
- Nuance, Israel, 2020-2021. Consulting services in the field of audio processing.
- Orbotech, Israel, 2020. Consulting services in the field of super-resolution optics.
- Lumotive, USA, 2019. Consulting services in the field of LIDAR.
- Arbe Robotics, Israel, 2019. Consulting services in the field of radar.
- Scopio, Israel, 2015-Present. Consulting services in the field of optical imaging and phase retrieval.
- Intel, Israel, 2013. Consulting services in the field of signal processing and communications.
- Elbit, Israel, 2011-2014. Consulting services in the field of sampling and communications.
- Texas Instruments, Israel, 2009. Consulting services in the field of sampling.
- Refael, Israel, 2008-2009. Consulting services in the field of estimation and sampling.
- Lenslet, Israel, 2004 - 2006. Consulting services in the field of signal processing.
- Motorola Communications Inc, Israel, 1997 - 1998. Consulting services in the fields of communications and audio processing.
- ComWiz Communications, Israel, 1996.
Technical Advisory Boards
- Magdi
- NavIn
Grants
- WISH - Weizmann-Schneider Fund for Clinical Breakthroughs through Scientific Collaboration for “Non-contact Respiratory Monitoring using Radar”, (2024-2026), (160,000$).
- IES - Weizmann - Institute for Environmental Sustainability (IES) - formerly SAERI, "Green ADCs: Redcuing energy in analog to digital conversion", (2024-2025), (100,000$).
- MOST-SFF, "Combining radar and nanotechnology for brain and deep tissue imaging with gold nanoparticles", joint with Prof. Avi Schroeder, (2023-2026), (750,000 NIS).
- MBZUAI-WIS, "Slimmable Deep Generative Models: Towards Lightweight and Daily Usable Human-level Dialogue/Visual Content Generation System on Edge Devices", joint with Dr. Zhiqiang Shen (2023-2026), (900,000$).
- WIS - Sheba, "Chest X-ray and 12-Lead Electrocardiogram Based Artificial Intelligence to Diagnose and Predict Aortic Stenosis and Reduced Left Ventricular Ejection Fraction",(2023-2024), (50,000$).
-
ISF-Israel Science Foundation, "Task-Based Sampling, Learning and Coding", (2022-2026), (3,630,000 ₪).
-
MBZUAI-WIS Joint Program for AI Research, "Robust and Efficient Decentralized Machine Learning with Healthcare Applications", with Dr. Karthik Nandakumar, Dr. Martin Takac, Prof. Ohad Shamir and Dr. Samuel Horvath, (2022-2023), ($600,000).
-
UM/Israel Research Partnership - Collaborative Research Projects in Biomedical Sciences, "Deep Learning Tools for Improved Tissue Characterization with Cardiac Magnetic Resonance Fingerprinting, (2022-2023), ($50,000).
-
Cancer Prevention Research Grant Program, "Improving Early Detection of Breast Cancer Using Multi-Modal Machine Learning”, (2022-2023), ($50.000).
-
WIS - UChicago - TTIC Collaborative Research Program, "Optimizing lubrication by macromolecular surface phases", (2022), (87,500$).
- Israel Precision Medicine Partnership (IPMP), "Improving Sonographic Diagnosis and Monitoring of Breast Cancer and Crohn’s Disease Using Artificial Intelligence and Super-Resolution Algorithms", with Dr. Ahuva Grubstein, (2021-2025), (3,630,000₪).
- Data Science Research Center, (2021-2023), (100,000₪).
- ERC Consolidator Grant, “CoDeS: Compressed and Deep Sensing: Models, Structures, and Tasks", (2021-2026), (3M€).
- MIT-IBM Watson AI Lab, “Low Influence Neural Networks”, with Prof. Muriel Medard, (2020-2021), (100,000$).
- Sagol Weizmann-MIT Bridge Program, “Al-assisted Patch-Based Ultrasound Imaging”, with Prof. Canan Dagdeviren, (2020-2022), (255,677$).
- Yad Hanadiv, “Establishing the Center for Clinical Bioimaging”, (3,000,000$).
- IMOS, "Leveraging Deep Learning Virtual Reality and Miniaturized Wearable Sensors for the Diagnosis of Cognitive-Motor Impairments in Health and Disease", with Dr. Meir Plotnik, (1,500,000₪).
- Weizmann-UK Joint Research Program with Prof. Miguel Rodrigues, (2020-2022), (55,112$).
- VATAT-Big Data Center, "Using Machine Learning to Decipher IDR-DNA Recognition Code", with Prof. Naama Barkai, (2020-2023), (50,000₪).
- VATAT-Big Data Center, "Developing Segmentation Tools for Spatial Dissection of Stroma-immune Interactions in Inflammation and Cancer", with Prof. Ruth Scherz-Shouval, (2020-2023), (50,000₪).
- Israel Ministry of Defense (IMOD), "Advanced Signal Processing for Metamaterials Based Radar", (2019-2020), (187,493₪).
- Miel de Botton, CoronaVirus Fund, (2021-2022), (50,000$).
- Jean and Terry de Gunzburg, CoronaVirus Fund, (2020-2021), (48,000$).
- EU-H2020-MSCA-ITN, "European Training Network (ETN) on Multimodal Environmental Exploration Systems – Novel Technologies", (2020-2023), (263,500,92€).
- Huawei Futurewei, "Metasurface antennas for communication systems", (2020-2023), (133,500$).
- Israel Ministry of Health (IMOH), "Creating a Machine Learning Based Diagnosis-Support System to Detect and Diagnose Benign or Malignant Tumors in Pediatric X-rays", (2019-2022), (300,000₪).
- MIT Jclinic, "Machine Learning for Home-based Ultrasonic Ovarian Cancer Screening", joint with Dr. Anthony Samir, (2019-2020), (75,000$).
- EU-H2020-ERA-Net QuantERA - Quantum Technologies, "Continuously Monitored Quantum Sensors: Smart Tools and Applications- C’MON-QSENS!", (2019-2022).
- Weizmann-Krenter-Katz-Interdisciplinary Research at the Interfaces of Life and Exact Sciences, "Super-resolving and timing the very first events in the immune response", with Prof. Gilad Haran, (2019-2021), (150,000$)
- US Air Force-OSR, "Advanced Signal Processing for Metamaterials Based Radar",
(2019-2021), (100,000$) - Huawei Futurewei, "Efficient sensing for Radar and Communications", (2019-2020), (150,000$).
- ISF-Israel Science Foundation, "Task Dependent Analog to Digital Compression", (2019-2022), (1,120,000₪).
- ISF-BROAD, Israel Science Foundation "Accelerating Tissue Structure Mapping Through Compressed Sensing", (2019-2022), (400,000 NIS).
- ISF-Israel Science Foundation, "Analog-to-Digital Compression", (2018-2022), (1,120,000₪).
- U.S. Air Force, "Signal Processing and Compressed Sensing Tools to Enable Radar",
(2018-2019), (50,000$). - The Lokey Center, Technion - "Deploying Machine Learning on Fetal Echogenicity US Imaging to Allow Decision Support System for Clinicians", (2018-2020), (25,000$).
- MAFAT, "Advanced Signal Processing for Metamaterials Based Radar", (2017-2018), (39,602$).
- MAFAT, "Parameter Estimation of Multiband Signals from Sub-Nyquist Samples and High Spatial Resolution Radar", (2016-2017), (170,940₪).
- Magneton, "Discovery Objectives Slow Cognitive Foliage Penetrating Radar",
(2016-2017), 398,260₪). - Royal Society Grant, "Information-Theoretic Foundations of Data Processing: A Rate-Distortion Approach", with Prof. Miguel Rodrigues, (2016-2018), (£12,000).
- NSF-BSF ECCG, "Sensing and Estimation under Energy and Communication Constraints", with Prof. Andrea Goldsmith, (2016-2019), (Total: 150,000$).
- Security Fund - "Reception and Recovery of Sparse Signals Over a Wideband Spectrum", (2016), (70,000₪).
- The ICT Call 2015, Vienna Science Fund - "Communication and Complexity Constrained Inference over Graphs for Big Data," (2015-2019). Joint project with A. Jung and
Prof. Matz (VUT), (500,000€). - ERC Consolidator Grant, “Breaking the Nyquist Barrier: A New Paradigm in Data Conversion and Transmission,” (2015-2020), (2,400,000€).
- ISF-Israel Science Foundation - "Phase Retrieval: Theory, Methods and Applications to Optical Imaging ", (2014-2018), (1,000,000₪).
- ISF I-CORE, "Structure-Based Information Optics", Research Center Comprised of Researchers from the Technion and Weizmann, (2013-2018), (49,000,000₪).
- Rafael Research Fund, "Nonunifrom sampling for medical imaging ", (2013-2015), (190,000₪).
- General Motors Research Fund, "Ubiquitous Sensing with Vehicle Networks ", with Prof. Idit Keidar (2013-2015), (63,000$).
- Magneton, "Ultrafast High Resolution Ultrasonic Imaging", (2013-2014), (1,698,000₪).
- Magnet Metro450, "Fast and Efficient Defect Detection", (2012-2014), (472,676₪).
- Semiconductor Research Corporation- Global Research Collaboration, "Frequency Shapeable Multichannel ADCs", (2012-2015), (225,000$).
- Technion-Cornell Joint Research Fund - "NeuroPICU Dashboard: Joint Development of a Neurology Pediatric Intensive Care Unit Multimodal Monitor", with Prof. Hillel Pratt and Daniel Gopher, (2012-2013), (30,000$).
- Technion-Cornell Joint Research Fund - "Intelligent Energy Management for Built Environments", with Prof. Lang Tong, (2012-2013), (30,000$).
- Intel University Industry Research Corporation, "Brain-Inspired Sparse Representation for Object Detection ", with Profs. Yair Weiss, Daphna Weinshall and Ron Meir, (2012-2013), (40,000$).
- Program for Transformative Science - "Defying Nyquist in Wireless Networks", with Prof. Andrea Goldsmith, (2011-2014), (300,000$).
- Google Research Award - "Semi-Supervised Regression with Auxiliary Knowledge",
(2010), (45,000$). - ISF-Israel Science Foundation, "Wideband Low-Rate Converters: Compressed Sensing of Analog Signals", (2010-2014), (960,000₪).
- Michael Bruno Memorial Award, (2010-2013), (120,000$).
- CIS Seed Research Grant, "Sub-Nyquist Sampling to Enable New Paradigms in Wireless Network Design," with Prof. Andrea Goldsmith (2010-2011), (60,000$).
- TASP, "Automatic Parameter Tuning for Inverse Problems, with Application to Automatic Visual Systems", (2009), (30,000$).
- ISF - Israel Science Foundation, "Dynamic Spike Train Decoding and Multisensory Integration by Biological Neural Networks", (2008-2011), (540,000₪).
- MAGNET GE - "Multi Channel Beamformer for Hand Carried Premium Performance Echocardiography", (2008-2009), (1,825,200₪).
- RBNI- Russell Berrie Nanotechnology Institute - "Utilization of Quantum Dots for Tracking Human Embryonic Stem Cells Derived Cardiomyocytes Transplanted into the Infracted Myocardium in Rats", (2008-2009), (40,000$).
- NEWCOM - Network of Excellence in Wireless Communications, (2008-2011), (327,627€).
- Elias Fund for Medical Research - "Changes Caused by Biomechanical Forces to the Heart Cells", (1/8/07-31/1/08), (10,000$).
- ISF-Israel Science Foundation - "Multi-Element Communications under Uncertainty Conditions: An Information Theoretic and Signal Processing Interplay", (2007-2011), (300,000$).
- MAFAT, Ministry of Defense, "Optical Sampling of Several Band-Limited Signals",
(2005-2006), (256,410 ₪). - MAFAT, Ministry of Defense, "Optical Quantum Communication", (2004-2007), (350,265₪).
- ISF-Israel Science Foundation, "Least-Squares Inner Product Shaping: Theory and Applications to Communications Systems", (2004-2007), (540,000₪).
- NEWCOM, Network of Excellence in Wireless Communications, (2004-2006), (98,072€).
- HASSIP, Harmonic Analysis and Statistics for Signal and Image Processing,
(2002-2006), (929,678€).