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Combinatorial Optimization

2407 directly classified papers

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Papers

Fairness in Streaming Submodular Maximization over a Matroid Constraint ICML 2023
Skyplane: Optimizing Transfer Cost and Throughput Using Cloud-Aware Overlays NSDI 2023
The Computational Complexity of Concise Hypersphere Classification ICML 2023
PASTA: Pessimistic Assortment Optimization ICML 2023
DevFormer: A Symmetric Transformer for Context-Aware Device Placement ICML 2023
Combinatorial Causal Bandits AAAI 2023
Optimizing NOTEARS Objectives via Topological Swaps ICML 2023
Streaming Submodular Maximization with Differential Privacy ICML 2023
Fast as CHITA: Neural Network Pruning with Combinatorial Optimization ICML 2023
Maximum Independent Set: Self-Training through Dynamic Programming NIPS 2023
Variational Annealing on Graphs for Combinatorial Optimization NIPS 2023
Blossom: an Anytime Algorithm for Computing Optimal Decision Trees ICML 2023
Necessary and Sufficient Conditions for Optimal Decision Trees using Dynamic Programming NIPS 2023
Model-Based Control with Sparse Neural Dynamics NIPS 2023
Kissing to Find a Match: Efficient Low-Rank Permutation Representation NIPS 2023
Closing the Computational-Statistical Gap in Best Arm Identification for Combinatorial Semi-bandits NIPS 2023
BQ-NCO: Bisimulation Quotienting for Efficient Neural Combinatorial Optimization NIPS 2023
A Deep Instance Generative Framework for MILP Solvers Under Limited Data Availability NIPS 2023
Diverse Approximations for Monotone Submodular Maximization Problems with a Matroid Constraint IJCAI 2023
Lo-Hi: Practical ML Drug Discovery Benchmark NIPS 2023
Size-constrained k-submodular maximization in near-linear time UAI 2023
Learning to Break Symmetries for Efficient Optimization in Answer Set Programming AAAI 2023
Solving the Identifying Code Set Problem with Grouped Independent Support IJCAI 2023
Streaming Algorithms and Lower Bounds for Estimating Correlation Clustering Cost NIPS 2023
ProteinInvBench: Benchmarking Protein Inverse Folding on Diverse Tasks, Models, and Metrics NIPS 2023