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math.OC2021★ 5 cited
Accelerated, Optimal, and Parallel: Some Results on Model-Based Stochastic Optimization
Karan Chadha, Gary Cheng, John C. Duchi
We extend the Approximate-Proximal Point (aProx) family of model-based methods for solving stochastic convex optimization problems, including stochastic subgradient, proximal point…
math.OC2019
Efficiency Fairness Tradeoff in Battery Sharing
Karan N. Chadha, Ankur A. Kulkarni, Jayakrishnan Nair
The increasing presence of decentralized renewable generation in the power grid has motivated consumers to install batteries to save excess energy for future use. The high price of…