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Discrete Optimization

705 directly classified papers

Papers per year

Papers

Learning-Augmented Dynamic Submodular Maximization NIPS 2024
Accelerating Matroid Optimization through Fast Imprecise Oracles NIPS 2024
Private Edge Density Estimation for Random Graphs: Optimal, Efficient and Robust NIPS 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
LP-based Construction of DC Decompositions for Efficient Inference of Markov Random Fields AISTATS 2024
Two-Sided Facility Location Games IJCAI 2024
Differentially Private Set Representations NIPS 2024
Faster Differentially Private Top-$k$ Selection: A Joint Exponential Mechanism with Pruning NIPS 2024
Theoretical Aspects of Generating Instances with Unique Solutions: Pre-assignment Models for Unique Vertex Cover AAAI 2024
UDC: A Unified Neural Divide-and-Conquer Framework for Large-Scale Combinatorial Optimization Problems NIPS 2024
Guide to Numerical Experiments on Elections in Computational Social Choice IJCAI 2024
Learning to Stop Cut Generation for Efficient Mixed-Integer Linear Programming AAAI 2024
Limited Query Graph Connectivity Test AAAI 2024
On Sparse Canonical Correlation Analysis NIPS 2024
Controlling Continuous Relaxation for Combinatorial Optimization NIPS 2024
FlexPlanner: Flexible 3D Floorplanning via Deep Reinforcement Learning in Hybrid Action Space with Multi-Modality Representation NIPS 2024
Identification for Tree-Shaped Structural Causal Models in Polynomial Time AAAI 2024
Graph Clustering Methods Derived from Column Subset Selection (Student Abstract) AAAI 2024
Sparse Plus Low Rank Matrix Decomposition: A Discrete Optimization Approach JMLR 2023
Is Shortest Always Best? The Role of Brevity in Logic-to-Text Generation ACL 2023
Faster Discrete Convex Function Minimization with Predictions: The M-Convex Case NIPS 2023
Conjugate Product Graphs for Globally Optimal 2D-3D Shape Matching CVPR 2023
Efficient Map Sparsification Based on 2D and 3D Discretized Grids CVPR 2023
Smoothed Online Combinatorial Optimization Using Imperfect Predictions AAAI 2023