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Discrete Optimization

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Papers

Optimal Surveillance of Covert Networks by Minimizing Inverse Geodesic Length AAAI 2019
Approximation Algorithms for Stochastic Clustering JMLR 2019
Generalized Distance Bribery AAAI 2019
Very Hard Electoral Control Problems AAAI 2019
Submodular Optimization over Streams with Inhomogeneous Decays AAAI 2019
Coverage Centrality Maximization in Undirected Networks AAAI 2019
Unbounded Orchestrations of Transducers for Manufacturing AAAI 2019
Counting the Optimal Solutions in Graphical Models NIPS 2019
Fast structure learning with modular regularization NIPS 2019
Towards Sequence-to-Sequence Reinforcement Learning for Constraint Solving with Constraint-Based Local Search AAAI 2019
Flexible Modeling of Diversity with Strongly Log-Concave Distributions NIPS 2019
Equitable Stable Matchings in Quadratic Time NIPS 2019
Interpretable Almost-Exact Matching for Causal Inference AISTATS 2019
Sliding Window Temporal Graph Coloring AAAI 2019
Efficient Optimal Approximation of Discrete Random Variables for Estimation of Probabilities of Missing Deadlines AAAI 2019
Efficiently Learning Fourier Sparse Set Functions NIPS 2019
Online Continuous Submodular Maximization: From Full-Information to Bandit Feedback NIPS 2019
Fast Parallel Algorithms for Statistical Subset Selection Problems NIPS 2019
Hypergraph Optimization for Multi-Structural Geometric Model Fitting AAAI 2019
DepDist: Surface realization via regex and learned dependency-distance tolerance EMNLP 2019
Submodular Function Minimization with Noisy Evaluation Oracle NIPS 2019
q-means: A quantum algorithm for unsupervised machine learning NIPS 2019
Preference-Aware Task Assignment in On-Demand Taxi Dispatching: An Online Stable Matching Approach AAAI 2019
Greedy Maximization of Functions with Bounded Curvature under Partition Matroid Constraints AAAI 2019
Submodular Maximization beyond Non-negativity: Guarantees, Fast Algorithms, and Applications ICML 2019