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math.OC2023
Linear programming using diagonal linear networks
Haoyue Wang, Promit Ghosal, Rahul Mazumder
Linear programming has played a crucial role in shaping decision-making, resource allocation, and cost reduction in various domains. In this paper, we investigate the application o…
math.OC2023
A Cyclic Coordinate Descent Method for Convex Optimization on Polytopes
Rahul Mazumder, Haoyue Wang
Coordinate descent algorithms are popular for huge-scale optimization problems due to their low cost per-iteration. Coordinate descent methods apply to problems where the constrain…