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Discrete Optimization

705 papers

Papers per year

10
26
66
51
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Papers

Generalized Stochastic Matching AAAI 2022
Domain-Lifted Sampling for Universal Two-Variable Logic and Extensions AAAI 2022
A*+BFHS: A Hybrid Heuristic Search Algorithm AAAI 2022
MIP-GNN: A Data-Driven Framework for Guiding Combinatorial Solvers AAAI 2022
PRISM: A Rich Class of Parameterized Submodular Information Measures for Guided Data Subset Selection AAAI 2022
DPCD: Discrete Principal Coordinate Descent for Binary Variable Problems AAAI 2022
The Bullets Puzzle: A Paper-and-Pencil Minesweeper AAAI 2022
Enumerating Nontrivial Knot Mosaics with SAT (Student Abstract) AAAI 2022
Integer and Constraint Programming Revisited for Mutually Orthogonal Latin Squares (Student Abstract) AAAI 2022
Fast Rank-1 NMF for Missing Data with KL Divergence AISTATS 2022
Minimax Optimization: The Case of Convex-Submodular AISTATS 2022
Spectral Robustness for Correlation Clustering Reconstruction in Semi-Adversarial Models AISTATS 2022
Tight query complexity bounds for learning graph partitions COLT 2022
FastDOG: Fast Discrete Optimization on GPU CVPR 2022
Maximum Consensus by Weighted Influences of Monotone Boolean Functions CVPR 2022
A Hybrid Quantum-Classical Algorithm for Robust Fitting CVPR 2022
A Scalable Combinatorial Solver for Elastic Geometrically Consistent 3D Shape Matching CVPR 2022
Algorithms for Acyclic Weighted Finite-State Automata with Failure Arcs EMNLP 2022
Online Learning for Min Sum Set Cover and Pandora’s Box ICML 2022
A Joint Exponential Mechanism For Differentially Private Top-$k$ ICML 2022
An Exact Symbolic Reduction of Linear Smart Predict+Optimize to Mixed Integer Linear Programming ICML 2022
Exact Learning of Preference Structure: Single-peaked Preferences and Beyond ICML 2022
Robustness in Multi-Objective Submodular Optimization: a Quantile Approach ICML 2022
Constrained Discrete Black-Box Optimization using Mixed-Integer Programming ICML 2022
Disentangling the Computational Complexity of Network Untangling IJCAI 2022