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Discrete Optimization

705 papers

Papers per year

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26
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Papers

Long-Distance Dependencies Don’t Have to Be Long: Simplifying through Provably (Approximately) Optimal Permutations ACL 2019
No-regret algorithms for online $k$-submodular maximization AISTATS 2019
Interpretable Almost-Exact Matching for Causal Inference AISTATS 2019
SDRSAC: Semidefinite-Based Randomized Approach for Robust Point Cloud Registration Without Correspondences CVPR 2019
Motion Estimation of Non-Holonomic Ground Vehicles From a Single Feature Correspondence Measured Over N Views CVPR 2019
DepDist: Surface realization via regex and learned dependency-distance tolerance EMNLP 2019
Discrete Laplace Operator Estimation for Dynamic 3D Reconstruction ICCV 2019
Bottleneck Potentials in Markov Random Fields ICCV 2019
A Tree-Based Method for Fast Repeated Sampling of Determinantal Point Processes ICML 2019
Submodular Maximization beyond Non-negativity: Guarantees, Fast Algorithms, and Applications ICML 2019
Systematic Conservation Planning for Sustainable Land-use Policies: A Constrained Partitioning Approach to Reserve Selection and Design. IJCAI 2019
A Refined Understanding of Cost-optimal Planning with Polytree Causal Graphs IJCAI 2019
Sharpness of the Satisfiability Threshold for Non-Uniform Random k-SAT IJCAI 2019
Clause Learning and New Bounds for Graph Coloring IJCAI 2019
Optimally Efficient Bidirectional Search IJCAI 2019
Approximation Algorithms for Stochastic Clustering JMLR 2019
Efficient Search-Based Weighted Model Integration UAI 2019
Adaptive Hashing for Model Counting UAI 2019
Variational Inference of Penalized Regression with Submodular Functions UAI 2019
Alternating optimization of decision trees, with application to learning sparse oblique trees NIPS 2018
Generalizing Graph Matching beyond Quadratic Assignment Model NIPS 2018
Learning to Solve SMT Formulas NIPS 2018
Multi-objective Maximization of Monotone Submodular Functions with Cardinality Constraint NIPS 2018
Non-monotone Submodular Maximization in Exponentially Fewer Iterations NIPS 2018
Found Graph Data and Planted Vertex Covers NIPS 2018