Webb18 feb. 2024 · Dr. Ryan Alimo is a machine learning scientist and his research interests span theory and practice of nonconvex optimization and machine learning. In particular, he has been working on the ... WebbShow Detail » Schedule Mon Tue Wed ... A Function Approximation Perspective to Characterizing Post Hoc Explanations. CS-Shapley: ... Rethinking Lipschitz Neural Networks and Certified Robustness: A Boolean Function Perspective. Riemannian Neural SDE: Learning Stochastic Representations on Manifolds.
Intoduction to Lipschitz Regularity Condition
WebbIn a nutshell, saying a function is Lipschitz means there exists a constant K such that the distance between two outputs is at most K times the distance between the inputs, and … Webb9 nov. 2013 · Lipschitz maps play a fundamental role in several areas of mathematics like, for instance, Partial differential equations, Metric geometry and Geometric measure … public right of way leeds
Lipschitz maps and nets in Euclidean space
WebbFör 1 dag sedan · Multi-. -Lipschitz equivalence in dimension two. In this paper, we study Multi- -equivalence of multi-germs of functions on the plane, definable in a polynomially bounded o-minimal structure. We partition the germ of the plane at origin into zones of arcs in such a way that it produces a non-Archimedean space (set of orders and width … WebbWe study the stability of Triebel-Lizorkin regularity of bounded functions and Lipschitz functions under bi-Lipschitz changes of variables and the regularity of the inverse function of a Triebel-Lizorkin bi-Lipschitz map in Lipschitz domains. To obtain our results we provide an equivalent norm for the Triebel-Lizorkin spaces with fractional smoothness in … Webbsubfamilies consisting of uniformly locally Lipschitz functions is bounded. It su ces in each case to consider real-valued functions. 2010 Mathematics subject classification: … public restroom social story