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Discrete Optimization

705 papers

Papers per year

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26
66
51
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Papers

A Fast Exact Solver with Theoretical Analysis for the Maximum Edge-Weighted Clique Problem AAAI 2024
Paths, Proofs, and Perfection: Developing a Human-Interpretable Proof System for Constrained Shortest Paths AAAI 2024
A Novel Skip Orthogonal List for Dynamic Optimal Transport Problem AAAI 2024
Decision-Making for Land Conservation: A Derivative-Free Optimization Framework with Nonlinear Inputs AAAI 2024
Graph Clustering Methods Derived from Column Subset Selection (Student Abstract) AAAI 2024
Several Stories about High-Multiplicity EFx Allocation (Student Abstract) AAAI 2024
Plum: Prompt Learning using Metaheuristics ACL 2024
Fast Dynamic Sampling for Determinantal Point Processes AISTATS 2024
Recovery Guarantees for Distributed-OMP AISTATS 2024
Sum-max Submodular Bandits AISTATS 2024
Non-Convex Joint Community Detection and Group Synchronization via Generalized Power Method AISTATS 2024
LP-based Construction of DC Decompositions for Efficient Inference of Markov Random Fields AISTATS 2024
Deep Learning-Based Alternative Route Computation AISTATS 2024
First Passage Percolation with Queried Hints AISTATS 2024
ParaILP: A Parallel Local Search Framework for Integer Linear Programming with Cooperative Evolution Mechanism IJCAI 2024
Guide to Numerical Experiments on Elections in Computational Social Choice IJCAI 2024
Two-Sided Facility Location Games IJCAI 2024
Personalized PCA: Decoupling Shared and Unique Features JMLR 2024
Efficient Modality Selection in Multimodal Learning JMLR 2024
Boosting Learning for LDPC Codes to Improve the Error-Floor Performance NIPS 2023
Nearly Tight Bounds For Differentially Private Multiway Cut NIPS 2023
D-CIPHER: Discovery of Closed-form Partial Differential Equations NIPS 2023
Rigorous Runtime Analysis of MOEA/D for Solving Multi-Objective Minimum Weight Base Problems NIPS 2023
Exact Optimality of Communication-Privacy-Utility Tradeoffs in Distributed Mean Estimation NIPS 2023
Optimizing over trained GNNs via symmetry breaking NIPS 2023