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20182026
most citedTowards Optimal Problem Dependent Generalization Error Bounds in Statistical Learning Theory

4 citations · 5 across the 8 of their papers we have counts for

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math.OC2018

Acceleration of Primal-Dual Methods by Preconditioning and Simple Subproblem Procedures

Yanli Liu, Yunbei Xu, Wotao Yin

Primal-Dual Hybrid Gradient (PDHG) and Alternating Direction Method of Multipliers (ADMM) are two widely-used first-order optimization methods. They reduce a difficult problem to s…