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10/24/2022
A Practical Distributed ADMM Solver for Billion-Scale Generalized Assignment Problems
Assigning items to owners is a common problem found in various real-worl...
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06/09/2021
A Bi-Level Framework for Learning to Solve Combinatorial Optimization on Graphs
Combinatorial Optimization (CO) has been a long-standing challenging res...
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03/05/2021
Learning to Schedule DAG Tasks
Scheduling computational tasks represented by directed acyclic graphs (D...
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06/10/2020
Variational Optimization for the Submodular Maximum Coverage Problem
We examine the submodular maximum coverage problem (SMCP), which is rela...
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02/02/2020