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Discrete Optimization

705 papers

Papers per year

10
26
66
51
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Papers

Optimizing Parameters of Quantum Circuits with Sparsity-Inducing Coordinate Descent IJCAI 2025
Expanding Connected Components from Alternative Terminals: Global Optimization for Freshwater Fishes Under the UN's 30x30 Conservation Goal IJCAI 2025
Segmentation Beyond Defaults: Asymmetrical Byte Pair Encoding for Optimal Machine Translation Performance IJCNLP 2025
RD-DPP: Rate-Distortion Theory Meets Determinantal Point Process to Diversify Learning Data Samples WACV 2025
UDC: A Unified Neural Divide-and-Conquer Framework for Large-Scale Combinatorial Optimization Problems NIPS 2024
On Sparse Canonical Correlation Analysis NIPS 2024
Learning-Augmented Dynamic Submodular Maximization NIPS 2024
Sample Complexity of Algorithm Selection Using Neural Networks and Its Applications to Branch-and-Cut NIPS 2024
A Combinatorial Algorithm for the Semi-Discrete Optimal Transport Problem NIPS 2024
Warm-starting Push-Relabel NIPS 2024
Learning Plaintext-Ciphertext Cryptographic Problems via ANF-based SAT Instance Representation 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
MILP-StuDio: MILP Instance Generation via Block Structure Decomposition NIPS 2024
Clustering with Non-adaptive Subset Queries NIPS 2024
Deep Submodular Peripteral Networks NIPS 2024
No-Regret M${}^{\natural}$-Concave Function Maximization: Stochastic Bandit Algorithms and NP-Hardness of Adversarial Full-Information Setting NIPS 2024
Learning Cut Generating Functions for Integer Programming NIPS 2024
A robust inlier identification algorithm for point cloud registration via $\mathbf{\ell_0}$-minimization NIPS 2024
Multi-Stage Predict+Optimize for (Mixed Integer) Linear Programs NIPS 2024
Slack-Free Spiking Neural Network Formulation for Hypergraph Minimum Vertex Cover NIPS 2024
Faster Differentially Private Top-$k$ Selection: A Joint Exponential Mechanism with Pruning NIPS 2024
Accelerating ERM for data-driven algorithm design using output-sensitive techniques NIPS 2024
Differentially Private Set Representations NIPS 2024
Practical Shuffle Coding NIPS 2024