A Hybrid Stochastic Optimization Framework for Stochastic Composite Nonconvex Optimization

8 Jul 2019Quoc Tran-DinhNhan H. PhamDzung T. PhanLam M. Nguyen

We introduce a new approach to develop stochastic optimization algorithms for a class of stochastic composite and possibly nonconvex optimization problems. The main idea is to combine two stochastic estimators to create a new hybrid one... (read more)

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