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math.OC2020
A Method with Convergence Rates for Optimization Problems with Variational Inequality Constraints
Harshal D. Kaushik, Farzad Yousefian
We consider a class of optimization problems with Cartesian variational inequality (CVI) constraints, where the objective function is convex and the CVI is associated with a monoto…
math.OC2020
An Incremental Gradient Method for Large-scale Distributed Nonlinearly Constrained Optimization
Harshal D. Kaushik, Farzad Yousefian
Motivated by applications arising from sensor networks and machine learning, we consider the problem of minimizing a finite sum of nondifferentiable convex functions where each com…