מרץ 12, 1996 - מרץ 12, 2029

  • Date:15רביעיאוקטובר 2025

    Foundations of Computer Science Seminar

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    שעה
    11:15 - 12:30
    כותרת
    ReLU networks and polytopes
    מיקום
    בניין יעקב זיסקינד
    מרצהAmir Yehudayof
    Technion and the University of Copenhagen
    מארגן
    המחלקה למדעי המחשב ומתמטיקה שימושית
    צרו קשר
    karina.avadia@weizmann.ac.il
    תקצירShow 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.
    הרצאה