most citedHybrid Stochastic Gradient Descent Algorithms for Stochastic Nonconvex Optimization

8 citations · 8 across the 1 of their papers we have counts for

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math.OC2019★ 8 cited

Hybrid Stochastic Gradient Descent Algorithms for Stochastic Nonconvex Optimization

Quoc Tran-Dinh, Nhan H. Pham, Dzung T. Phan +1

We introduce a hybrid stochastic estimator to design stochastic gradient algorithms for solving stochastic optimization problems. Such a hybrid estimator is a convex combination of…