7 citations · 30 across the 14 of their papers we have counts for
3 papers · 1 filter
Stochastic Compositional Optimization with Compositional Constraints
Shuoguang Yang, Wei You, Zhe Zhang +1
Stochastic compositional optimization (SCO) has attracted considerable attention because of its broad applicability to important real-world problems. However, existing works on SCO…
Multi-Level Stochastic Gradient Methods for Nested Composition Optimization
Shuoguang Yang, Mengdi Wang, Ethan X. Fang
Stochastic gradient methods are scalable for solving large-scale optimization problems that involve empirical expectations of loss functions. Existing results mainly apply to optim…
Robust linear control of nonconvex battery operation in transmission systems
Daniel Bienstock, Carsten Matke, Gonzalo Munoz +1
We describe a robust multiperiod transmission plan- ning model including renewables and batteries, where battery output is used to partly offset renewable output deviations from fo…