3 citations · 8 across the 6 of their papers we have counts for
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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…
stat.ML2017★ 3 cited
SAGA and Restricted Strong Convexity
Chao Qu, Yan Li, Huan Xu
SAGA is a fast incremental gradient method on the finite sum problem and its effectiveness has been tested on a vast of applications. In this paper, we analyze SAGA on a class of n…