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math.OC2026
Multiple Approximate-Response Agents (MARA): Fast Near-Optimal Primal Recovery for Distributed Optimization
Tetiana Parshakova, Yicheng Bai, Garrett van Ryzin +1
Dual methods are useful for distributed optimization because they allow agent-level subproblems to be solved in parallel. However, achieving primal feasibility with dual methods is…
math.OC2025
Online Allocation of Throughput-Constrained Resources Using Proxy Assignments
Chamsi Hssaine, Huseyin Topaloglu, Garrett van Ryzin
We study a variation of the canonical online resource allocation problem in which resources are throughput, rather than budget, constrained. As in the classical setting, the decisi…