most citedGeneralization error of random features and kernel methods: hypercontractivity and kernel matrix concentration

18 citations · 18 across the 1 of their papers we have counts for

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2 papers

math.ST2021★ 18 cited

Generalization error of random features and kernel methods: hypercontractivity and kernel matrix concentration

Song Mei, Theodor Misiakiewicz, Andrea Montanari

Consider the classical supervised learning problem: we are given data , , with a response and a covariate…

math.OC2018

Analysis of Sequential Quadratic Programming through the Lens of Riemannian Optimization

Yu Bai, Song Mei

We prove that a "first-order" Sequential Quadratic Programming (SQP) algorithm for equality constrained optimization has local linear convergence with rate , where $κ_…