March 12, 1996 - March 12, 2029

  • Date:15WednesdayOctober 2025

    Foundations of Computer Science Seminar

    More information
    Time
    11:15 - 12:30
    Title
    ReLU networks and polytopes
    Location
    Jacob Ziskind Building
    LecturerAmir Yehudayof
    Technion and the University of Copenhagen
    Organizer
    Department of Computer Science and Applied Mathematics
    Contact
    karina.avadia@weizmann.ac.il
    AbstractShow full text abstract about ReLU networks are a standard example of neural networks. We ...»
    ReLU networks are a standard example of neural networks. We will discuss the expressivity of neural networks, focusing on their depth. The plan is to start with a general introduction and a survey of basic results, including the duality between ReLU networks and a model for constructing polytopes. We will then discuss polytopes and discuss how their properties can help us understand the depth of neural networks. 

    Based on joint works with Bakaev, Brunck, Hertrich and Stade.
    Lecture