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Combinatorial Optimization

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Papers

Learning Combinatorial Solver for Graph Matching CVPR 2020
Determinant Regularization for Gradient-Efficient Graph Matching CVPR 2020
Zero-Assignment Constraint for Graph Matching With Outliers CVPR 2020
An Interactive Regret-Based Genetic Algorithm for Solving Multi-Objective Combinatorial Optimization Problems AAAI 2020
Local Search with Dynamic-Threshold Configuration Checking and Incremental Neighborhood Updating for Maximum k-plex Problem AAAI 2020
Faster algorithms for Markov equivalence UAI 2020
A Spectral Method for Unsupervised Multi-Document Summarization EMNLP 2020
Robust $k$-means++ UAI 2020
Semi-bandit Optimization in the Dispersed Setting UAI 2020
Adaptive Hyper-box Matching for Interpretable Individualized Treatment Effect Estimation UAI 2020
Cakewalk Sampling AAAI 2020
Dynamic Programming for Predict+Optimise AAAI 2020
ADDMC: Weighted Model Counting with Algebraic Decision Diagrams AAAI 2020
Learning to Optimize Variational Quantum Circuits to Solve Combinatorial Problems AAAI 2020
Efficiently Enumerating Substrings with Statistically Significant Frequencies of Locally Optimal Occurrences in Gigantic String AAAI 2020
Language Generation via Combinatorial Constraint Satisfaction: A Tree Search Enhanced Monte-Carlo Approach EMNLP 2020
Fast and Accurate Non-Projective Dependency Tree Linearization ACL 2020
Polytime Decomposition of Generalized Submodular Base Polytopes with Efficient Sampling ACML 2020
Idle Time Optimization for Target Assignment and Path Finding in Sortation Centers AAAI 2020
A MaxSAT-Based Framework for Group Testing AAAI 2020
Regression under Human Assistance AAAI 2020
LazyIter: A Fast Algorithm for Counting Markov Equivalent DAGs and Designing Experiments ICML 2020
On the Problem of Covering a 3-D Terrain AAAI 2020
Did That Lost Ballot Box Cost Me a Seat? Computing Manipulations of STV Elections AAAI 2020
Uncertain multi-agent MILPs: A data-driven decentralized solution with probabilistic feasibility guarantees L4DC 2020