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math.OC2018
Communication-Efficient Projection-Free Algorithm for Distributed Optimization
Yan Li, Chao Qu, Huan Xu
Distributed optimization has gained a surge of interest in recent years. In this paper we propose a distributed projection free algorithm named Distributed Conditional Gradient Sli…
math.OC2017★ 2 cited
Non-convex Conditional Gradient Sliding
Chao Qu, Yan Li, Huan Xu
We investigate a projection free method, namely conditional gradient sliding on batched, stochastic and finite-sum non-convex problem. CGS is a smart combination of Nesterov's acce…