Title: On the Expressivity of Neural Networks
Abstract: We study the class of functions that can be represented by a neural network with ReLU…

Title: Trends in Nonlinear Optimization
Abstract: We are interested in gradient-free optimization methods applicable also to non-differentiable cost…

Title: On (too many) discretizations of the total variation
Abstract: In this talk, I will try to review the study of various finite-difference of…

Title: Some recent work on the numerical analysis of two classes of nonlinear Schrödinger equations
Abstract: This talk will be divided in two parts…

Title: On Rigidity, Flexibility and Scaling Laws
Abstract: Matrix-valued differential inclusions associated with highly non-convex sets arise in…