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primal gap

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combinatorial optimization (2) graph neural network (1) solution prediction (1) generalized self-concordance (1) nonconvex-concave optimization (1) integer linear program (1) large neighborhood search (1) frank-wolfe algorithm (1) graph attention network (1) convergence rate (1)

Papers

A GNN-Guided Predict-and-Search Framework for Mixed-Integer Linear Programming ICLR 2023 Searching Large Neighborhoods for Integer Linear Programs with Contrastive Learning ICML 2023 What is a Good Metric to Study Generalization of Minimax Learners? NeurIPS 2022 Simple steps are all you need: Frank-Wolfe and generalized self-concordant functions NeurIPS 2021