most citedFederated Empirical Risk Minimization via Second-Order Method

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

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math.OC2023

Faster Algorithms for Structured Linear and Kernel Support Vector Machines

Yuzhou Gu, Zhao Song, Lichen Zhang

Quadratic programming is a ubiquitous prototype in convex programming. Many machine learning problems can be formulated as quadratic programming, including the famous Support Vecto…

math.OC2023

Efficient Algorithm for Solving Hyperbolic Programs

Yichuan Deng, Zhao Song, Lichen Zhang +1

Hyperbolic polynomials is a class of real-roots polynomials that has wide range of applications in theoretical computer science. Each hyperbolic polynomial also induces a hyperboli…