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A hybrid stochastic optimization framework for composite nonconvex optimization |
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| Authors: | Tran-Dinh Quoc Pham Nhan H Phan Dzung T Nguyen Lam M |
| Institution: | 1.Department of Statistics and Operations Research, The University of North Carolina at Chapel Hill, 318 Hanes Hall, UNC-Chapel Hill, NC, 27599-3260, USA ;2.IBM Research, Thomas J. Watson Research Center, Yorktown Heights, NY, 10598, USA ; |
| Abstract: | Mathematical Programming - We introduce a new approach to develop stochastic optimization algorithms for a class of stochastic composite and possibly nonconvex optimization problems. The main idea... |
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