output
19972026
most citedOn the Number of Linear Regions of Deep Neural Networks

832 citations

Showing 2020 · math.APShow all

8 papers · 2 filters

math.AP2020★ 7 cited

Sharp a-contraction estimates for small extremal shocks

William Golding, Sam Krupa, Alexis Vasseur

In this paper, we study the -contraction property of small extremal shocks for 1-d systems of hyperbolic conservation laws endowed with a single convex entropy, when subjected t…

math.AP2020★ 22 cited

Uniqueness and weak-BV stability for conservation laws

Geng Chen, Sam G. Krupa, Alexis F. Vasseur

Let a 1-d system of hyperbolic conservation laws, with two unknowns, be endowed with a convex entropy. We consider the family of small functions which are global solutions of…

math.AP2020★ 3 cited

On a probabilistic model for martensitic avalanches incorporating mechanical compatibility

Francesco Della Porta, Angkana Rüland, Jamie M Taylor +1

Building on the work in \cite{BCH15,CH18,TIVP17}, in this article we propose and study a simple, geometrically constrained, probabilistic algorithm geared towards capturing some as…

math.AP2020★ 2 cited

Variational approach to regularity of optimal transport maps: general cost functions

Felix Otto, Maxime Prod'homme, Tobias Ried

We extend the variational approach to regularity for optimal transport maps initiated by Goldman and the first author to the case of general cost functions. Our main result is an $…

math.AP2020★ 26 cited

Global existence and convergence of a flow to Kazdan-Warner equation with non-negative prescribed function

Linlin Sun, Jingyong Zhu

We consider an evolution problem associated to the Kazdan-Warner equation on a closed Riemann surface \begin{align*} -Δ_{g}u=8π\left(\frac{he^{u}}{\int_Σhe^{u}{\rm d}μ_{g}}…

math.AP2020★ 1 cited

Uniform energy distribution in a pattern-forming system of surface charges

Katarina Bellova, Antoine Julia, Felix Otto

We consider a variational model for a charge density on a (hyper)plane, with a short-range attraction coming from the interfacial energy and a long-range repulsion c…