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20172024
most citedClassification of Local Chemical Environments from X-ray Absorption Spectra using Supervised Machine Learning

108 citations · 199 across the 18 of their papers we have counts for

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2 papers · 1 filter

math.OC2021

Stochastic Projective Splitting: Solving Saddle-Point Problems with Multiple Regularizers

Patrick R. Johnstone, Jonathan Eckstein, Thomas Flynn +1

We present a new, stochastic variant of the projective splitting (PS) family of algorithms for monotone inclusion problems. It can solve min-max and noncooperative game formulation…

math.OC2020

Bounding the expected run-time of nonconvex optimization with early stopping

Thomas Flynn, Kwang Min Yu, Abid Malik +2

This work examines the convergence of stochastic gradient-based optimization algorithms that use early stopping based on a validation function. The form of early stopping we consid…