Title: Classical Morse theory and deep learning
Abstract: The goal of this talk is to bring ideas from classical Morse theory closer to some problems…

Title: Geometry of Dependency Equilibria
Abstract: An n-person game is specified by n tensors of the same format. Its equilibria are points in that…

Title: From variational exit wave reconstruction to deep unrolling
Abstract: We first revisit the so-called exit wave reconstruction problem in the…

Title: Reliable AI: Successes, Challenges, and Limitations
Abstract: Artificial intelligence is currently leading to one breakthrough after the other,…

Title: Multilevel representations of random fields
Abstract: We consider multilevel representations of stationary random fields on domains and of…