research
∙
12/31/2020
Constrained and Composite Optimization via Adaptive Sampling Methods
The motivation for this paper stems from the desire to develop an adapti...
research
∙
10/30/2017
Adaptive Sampling Strategies for Stochastic Optimization
In this paper, we propose a stochastic optimization method that adaptive...
research
∙
09/27/2016