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predict and optimize

6 papers

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Co-occurring keywords · papers mentioning both

combinatorial optimization (4) neural network (2) coordinate descent (2) linear programming (2) learning linear function (1) optimal decision (1) mixed integer linear program (1) interior point method (1) iterative algorithm (1) knapsack problem (1)

Papers

Multi-Stage Predict+Optimize for (Mixed Integer) Linear Programs NeurIPS 2024 A Divide and Conquer Algorithm for Predict+Optimize with Non-convex Problems AAAI 2022 Branch & Learn for Recursively and Iteratively Solvable Problems in Predict+Optimize NeurIPS 2022 Dynamic Programming for Predict+Optimise AAAI 2020 Interior Point Solving for LP-based prediction+optimisation NeurIPS 2020 Predict+Optimise with Ranking Objectives: Exhaustively Learning Linear Functions IJCAI 2019