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20142026
most citedTowards an Understanding of Residual Networks Using Neural Tangent Hierarchy (NTH)

4 citations · 9 across the 14 of their papers we have counts for

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Showing 2021Show all

2 papers · 1 filter

math.AP2021

Stability of Self-similar Solutions to Geometric Flows

Hengrong Du, Nung Kwan Yip

We show that self-similar solutions for the mean curvature flow, surface diffusion and Willmore flow of entire graphs are stable upon perturbations of initial data with small Lipsc…

math.OC2021

A Retrospective Approximation Approach for Smooth Stochastic Optimization

David Newton, Raghu Bollapragada, Raghu Pasupathy +1

Stochastic Gradient (SG) is the defacto iterative technique to solve stochastic optimization (SO) problems with a smooth (non-convex) objective and a stochastic first-order ora…