Combinatorial Optimization

Integrating Machine Learning and Optimization Methods for Imaging of Patients with Prostate Cancer MLHC 2018 Joint Cuts and Matching of Partitions in One Graph CVPR 2018 KIPPI: KInetic Polygonal Partitioning of Images CVPR 2018 Leadership in Singleton Congestion Games IJCAI 2018 Learning Certifiably Optimal Rule Lists for Categorical Data JMLR 2018 Learning from Group Comparisons: Exploiting Higher Order Interactions NeurIPS 2018 Learning Latent Permutations with Gumbel-Sinkhorn Networks ICLR 2018 Learning Optimal Causal Graphs with Exact Search PGM 2018 Learning to Optimize Combinatorial Functions ICML 2018 Limited Memory Kelley's Method Converges for Composite Convex and Submodular Objectives NeurIPS 2018 Linear Satisfiability Preserving Assignments (Extended Abstract) IJCAI 2018 Markov Random Field MAP as Set Partitioning PGM 2018 Matrix completability analysis via graph k-connectivity AISTATS 2018 Maximin Share Allocations on Cycles IJCAI 2018 Maximum Selection and Sorting with Adversarial Comparators JMLR 2018 Mixed Causal Structure Discovery with Application to Prescriptive Pricing IJCAI 2018 Multi-Agent Election-Based Hyper-Heuristics IJCAI 2018 Multi-Agent Path Finding with Deadlines IJCAI 2018 Multi-objective Maximization of Monotone Submodular Functions with Cardinality Constraint NeurIPS 2018 Multi-Objective Optimization Through Pareto Minimal Correction Subsets IJCAI 2018 Multi-Sentence Compression with Word Vertex-Labeled Graphs and Integer Linear Programming NAACL 2018 Multiwinner Voting with Fairness Constraints IJCAI 2018 Multiwinner Voting with Restricted Admissible Sets: Complexity and Strategyproofness IJCAI 2018 Near-Optimal Budgeted Data Exchange for Distributed Loop Closure Detection RSS 2018 Near-Optimal Policies for Dynamic Multinomial Logit Assortment Selection Models NeurIPS 2018