Hao Yu

activity

20102019

most citedOn the Linear Speedup Analysis of Communication Efficient Momentum SGD for Distributed Non-Convex Optimization

146 citations · 374 across the 21 of their papers we have counts for

collaborators

Showing 2016Show all

2 papers · 1 filter

math.OC2016★ 2 cited

A Primal-Dual Type Algorithm with the $O (1/ t)$ Convergence Rate for Large Scale Constrained Convex Programs

Hao Yu, Michael J. Neely

This paper considers large scale constrained convex programs, which are usually not solvable by interior point methods or other Newton-type methods due to the prohibitive computati…

math.OC2016★ 19 cited

A Low Complexity Algorithm with $O (T)$ Regret and $O (1)$ Constraint Violations for Online Convex Optimization with Long Term Constraints

Hao Yu, Michael J. Neely

This paper considers online convex optimization over a complicated constraint set, which typically consists of multiple functional constraints and a set constraint. The conventiona…

A Primal-Dual Type Algorithm with the O(1/t) Convergence Rate for Large Scale Constrained Convex Programs

A Low Complexity Algorithm with O(T​) Regret and O(1) Constraint Violations for Online Convex Optimization with Long Term Constraints

A Primal-Dual Type Algorithm with the $O (1/ t)$ Convergence Rate for Large Scale Constrained Convex Programs

A Low Complexity Algorithm with $O (T)$ Regret and $O (1)$ Constraint Violations for Online Convex Optimization with Long Term Constraints