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Combinatorial Optimization

2407 directly classified papers

Papers per year

Papers

Quant-BnB: A Scalable Branch-and-Bound Method for Optimal Decision Trees with Continuous Features ICML 2022
Large-Neighbourhood Search for Optimisation in Answer-Set Solving AAAI 2022
Nonnegative Tensor Completion via Integer Optimization NIPS 2022
An Exact Symbolic Reduction of Linear Smart Predict+Optimize to Mixed Integer Linear Programming ICML 2022
A Fast Local Search Algorithm for the Latin Square Completion Problem AAAI 2022
Two Compacted Models for Efficient Model-Based Diagnosis AAAI 2022
Revisiting Online Submodular Minimization: Gap-Dependent Regret Bounds, Best of Both Worlds and Adversarial Robustness ICML 2022
The SoftCumulative Constraint with Quadratic Penalty AAAI 2022
Large-Scale Graph Neural Architecture Search ICML 2022
A Variant of Concurrent Constraint Programming on GPU AAAI 2022
Online Algorithms for the Santa Claus Problem NIPS 2022
Online Learning for Min Sum Set Cover and Pandora’s Box ICML 2022
The Query Complexity of Cake Cutting NIPS 2022
Almost Full EFX Exists for Four Agents AAAI 2022
A Hybrid Evolutionary Algorithm for the Diversified Top-k Weight Clique Search Problem (Student Abstract) AAAI 2022
Generalized Stochastic Matching AAAI 2022
Kernelized Multiplicative Weights for 0/1-Polyhedral Games: Bridging the Gap Between Learning in Extensive-Form and Normal-Form Games ICML 2022
Massively Parallel $k$-Means Clustering for Perturbation Resilient Instances ICML 2022
An Efficient Approach to Data Transfer Scheduling for Long Range Space Exploration IJCAI 2022
The Triangle-Densest-K-Subgraph Problem: Hardness, Lovász Extension, and Application to Document Summarization AAAI 2022
Set-valued prediction in hierarchical classification with constrained representation complexity UAI 2022
PEA*+IDA*: An Improved Hybrid Memory-Restricted Algorithm AAAI 2022
Combinatorial Bandits with Linear Constraints: Beyond Knapsacks and Fairness NIPS 2022
Blocking Influence at Collective Level with Hard Constraints (Student Abstract) AAAI 2022
MIP-GNN: A Data-Driven Framework for Guiding Combinatorial Solvers AAAI 2022