Title: Efficient Computation of Low-Rank Representations to Reduce Memory Requirements in Deep Learning
Abstract: Computing an orthogonal basis that…

Title: Widths of convex sets and the power of adaption and randomization
Abstract: We present bounds between different widths of convex subsets of…

Titel: Can neural networks solve high dimensional optimal feedback control problems?
Abstract: Deep Reinforcement Learning has established itself as a…

Title: Probability Distributions on Linear PDE Systems
Abstract: We consider linear systems of PDEs with constant coefficients. We leverage…