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combinatorial optimization

1039 papers

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Also known as

CUCB COP CO

Co-occurring keywords

approximation algorithm (630) graph neural network (3945) multi-armed bandit (1091) regret bound (1918) graph algorithm (177) neural network (6616) reinforcement learning (4122) submodular optimization (261) graph theory (249) discrete optimization (145)

Papers

Approximate Pareto Set for Fair and Efficient Allocation: Few Agent Types or Few Resource Types IJCAI 2020
Optimizing Reachability Sets in Temporal Graphs by Delaying AAAI 2020
Pay Your Trip for Traffic Congestion: Dynamic Pricing in Traffic-Aware Road Networks AAAI 2020
Finding Minimum-Weight Link-Disjoint Paths with a Few Common Nodes AAAI 2020
Modelling Diversity of Solutions AAAI 2020
Smart Predict-and-Optimize for Hard Combinatorial Optimization Problems AAAI 2020
Learning What to Defer for Maximum Independent Sets ICML 2020
Bayesian experimental design using regularized determinantal point processes AISTATS 2020
Bisect and Conquer: Hierarchical Clustering via Max-Uncut Bisection AISTATS 2020
Taxonomy of Dual Block-Coordinate Ascent Methods for Discrete Energy Minimization AISTATS 2020
Solving Sum-of-Costs Multi-Agent Pathfinding with Answer-Set Programming AAAI 2020
Lifted Disjoint Paths with Application in Multiple Object Tracking ICML 2020
Optimization from Structured Samples for Coverage Functions ICML 2020
Using Approximation within Constraint Programming to Solve the Parallel Machine Scheduling Problem with Additional Unit Resources AAAI 2020
Parameterized Algorithms for Finding a Collective Set of Items AAAI 2020
Generalized and Scalable Optimal Sparse Decision Trees ICML 2020
Kernels over Sets of Finite Sets using RKHS Embeddings, with Application to Bayesian (Combinatorial) Optimization AISTATS 2020
Towards Alleviating Traffic Congestion: Optimal Route Planning for Massive-Scale Trips IJCAI 2020
Uniform Welfare Guarantees Under Identical Subadditive Valuations IJCAI 2020
Streaming Submodular Maximization under a k-Set System Constraint ICML 2020
Reinforcement Learning for Integer Programming: Learning to Cut ICML 2020
Graph Neural Networks Meet Neural-Symbolic Computing: A Survey and Perspective IJCAI 2020
MIPaaL: Mixed Integer Program as a Layer AAAI 2020
Election Control in Social Networks via Edge Addition or Removal AAAI 2020
Learning to Optimize Computational Resources: Frugal Training with Generalization Guarantees AAAI 2020