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Combinatorial Optimization

2407 directly classified papers

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Papers

Moral Lineage Tracing CVPR 2016
Causal meets Submodular: Subset Selection with Directed Information NIPS 2016
Solving Marginal MAP Problems with NP Oracles and Parity Constraints NIPS 2016
Correlation Clustering and Biclustering with Locally Bounded Errors ICML 2016
Boolean Matrix Factorization and Noisy Completion via Message Passing ICML 2016
Exploiting Tradeoffs for Exact Recovery in Heterogeneous Stochastic Block Models NIPS 2016
Controlling the distance to a Kemeny consensus without computing it ICML 2016
Horizontally Scalable Submodular Maximization ICML 2016
Algorithms for Optimizing the Ratio of Submodular Functions ICML 2016
A Box-Constrained Approach for Hard Permutation Problems ICML 2016
A Simple and Strongly-Local Flow-Based Method for Cut Improvement ICML 2016
Large-Scale Price Optimization via Network Flow NIPS 2016
Pure Exploration of Multi-armed Bandit Under Matroid Constraints COLT 2016
Sample Complexity of Automated Mechanism Design NIPS 2016
Structured Sparse Regression via Greedy Hard Thresholding NIPS 2016
Adaptive Maximization of Pointwise Submodular Functions With Budget Constraint NIPS 2016
Weighted Theta Functions and Embeddings with Applications to Max-Cut, Clustering and Summarization NIPS 2015
Subsampled Power Iteration: a Unified Algorithm for Block Models and Planted CSP's NIPS 2015
PatchMatch-Based Automatic Lattice Detection for Near-Regular Textures ICCV 2015
A Matrix Decomposition Perspective to Multiple Graph Matching ICCV 2015
Supervised Discrete Hashing CVPR 2015
Subset Selection by Pareto Optimization NIPS 2015
Sparse Solutions to Nonnegative Linear Systems and Applications AISTATS 2015
Filtered Search for Submodular Maximization with Controllable Approximation Bounds AISTATS 2015
Computational Complexity of Linear Large Margin Classification With Ramp Loss AISTATS 2015