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Discrete Optimization

705 directly classified papers

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Papers

Deciding Unsolvability in Temporal Planning under Action Non-Self-Overlapping AAAI 2022
Efficient Encoding of Cost Optimal Delete-Free Planning as SAT AAAI 2022
Discrete Listwise Personalized Ranking for Fast Top-N Recommendation with Implicit Feedback IJCAI 2022
A*+BFHS: A Hybrid Heuristic Search Algorithm AAAI 2022
Fair and Efficient Allocations of Chores under Bivalued Preferences AAAI 2022
A Hybrid Quantum-Classical Algorithm for Robust Fitting CVPR 2022
xER: An Explainable Model for Entity Resolution using an Efficient Solution for the Clique Partitioning Problem NAACL 2021
Randomized Dimensionality Reduction for Facility Location and Single-Linkage Clustering ICML 2021
Efficient Message Passing for 0–1 ILPs with Binary Decision Diagrams ICML 2021
Regularized Submodular Maximization at Scale ICML 2021
Streaming and Distributed Algorithms for Robust Column Subset Selection ICML 2021
Dimensionality Reduction for the Sum-of-Distances Metric ICML 2021
Minimizing Energy Use of Mixed-Fleet Public Transit for Fixed-Route Service AAAI 2021
XOR-CD: Linearly Convergent Constrained Structure Generation ICML 2021
Weighting-based Variable Neighborhood Search for Optimal Camera Placement AAAI 2021
Learning Interpretable Decision Rule Sets: A Submodular Optimization Approach NIPS 2021
Maximin Fairness with Mixed Divisible and Indivisible Goods AAAI 2021
Non-approximate Inference for Collective Graphical Models on Path Graphs via Discrete Difference of Convex Algorithm NIPS 2021
Accelerated Combinatorial Search for Outlier Detection with Provable Bound on Sub-Optimality AAAI 2021
Graph Learning for Inverse Landscape Genetics AAAI 2021
Practical Null Steering in Millimeter Wave Networks NSDI 2021
Passive learning of Timed Automata from logs (Student Abstract) AAAI 2021
Faster and Better Simple Temporal Problems AAAI 2021
Symbolic Search for Oversubscription Planning AAAI 2021
Competitive Analysis for Two-Level Ski-Rental Problem AAAI 2021