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math.OC2021
Distributed Randomized Block Stochastic Gradient Tracking Method
Farzad Yousefian, Jayesh Yevale, Harshal D. Kaushik
We consider distributed optimization over networks where each agent is associated with a smooth and strongly convex local objective function. We assume that the agents only have ac…
math.OC2021
An Incremental Gradient Method for Optimization Problems with Variational Inequality Constraints
Harshal D. Kaushik, Sepideh Samadi, Farzad Yousefian
We consider minimizing a sum of agent-specific nondifferentiable merely convex functions over the solution set of a variational inequality (VI) problem in that each agent is associ…