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06/11/2020
Sparse recovery by reduced variance stochastic approximation
In this paper, we discuss application of iterative Stochastic Optimizati...
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06/03/2019
A Generic Acceleration Framework for Stochastic Composite Optimization
In this paper, we introduce various mechanisms to obtain accelerated fir...
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05/07/2019
Estimate Sequences for Variance-Reduced Stochastic Composite Optimization
In this paper, we propose a unified view of gradient-based algorithms fo...
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01/25/2019