Combinatorial Optimization

Towards Alleviating Traffic Congestion: Optimal Route Planning for Massive-Scale Trips IJCAI 2020 Travel Time Prediction on Un-Monitored Roads: A Spatial Factorization Machine Based Approach (Student Abstract) AAAI 2020 Triple-SGM: Stereo Processing using Semi-Global Matching with Cost Fusion WACV 2020 Two-goal Local Search and Inference Rules for Minimum Dominating Set IJCAI 2020 Two Reformulation Approaches to Maximum-A-Posteriori Inference in Sum-Product Networks PGM 2020 Uncertain multi-agent MILPs: A data-driven decentralized solution with probabilistic feasibility guarantees L4DC 2020 Understanding and Improving Proximity Graph Based Maximum Inner Product Search AAAI 2020 Uniform Welfare Guarantees Under Identical Subadditive Valuations IJCAI 2020 Using Approximation within Constraint Programming to Solve the Parallel Machine Scheduling Problem with Additional Unit Resources AAAI 2020 Variable Elimination in Binary CSPs (Extended Abstract) IJCAI 2020 Vertex Weighting-Based Tabu Search for p-Center Problem IJCAI 2020 Well-Structured Committees IJCAI 2020 Word-level Textual Adversarial Attacking as Combinatorial Optimization ACL 2020 Zero-Assignment Constraint for Graph Matching With Outliers CVPR 2020 A 2-Approximation Algorithm for the Online Tethered Coverage Problem RSS 2019 A Better Algorithm for Societal Tradeoffs AAAI 2019 A Better k-means++ Algorithm via Local Search ICML 2019 A Convex Relaxation for Multi-Graph Matching CVPR 2019 Acquiring Integer Programs from Data IJCAI 2019 Active Preference Learning Based on Generalized Gini Functions: Application to the Multiagent Knapsack Problem AAAI 2019 Adaptive Exact Learning of Decision Trees from Membership Queries ALT 2019 Adaptive Hashing for Model Counting UAI 2019 Adaptive Sequence Submodularity NeurIPS 2019 A Decomposition Algorithm for the Sparse Generalized Eigenvalue Problem CVPR 2019 A Framework for Approval-Based Budgeting Methods AAAI 2019