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20192023
most citedLocal-Global Knowledge Distillation in Heterogeneous Federated Learning with Non-IID Data

36 citations · 40 across the 6 of their papers we have counts for

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math.OC2022

Inexact Proximal-Gradient Methods with Support Identification

Yutong Dai, Daniel P. Robinson

We consider the proximal-gradient method for minimizing an objective function that is the sum of a smooth function and a non-smooth convex function. A feature that distinguishes ou…

math.OC2020

A Subspace Acceleration Method for Minimization Involving a Group Sparsity-Inducing Regularizer

Frank E. Curtis, Yutong Dai, Daniel P. Robinson

We consider the problem of minimizing an objective function that is the sum of a convex function and a group sparsity-inducing regularizer. Problems that integrate such regularizer…