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Combinatorial Optimization

2407 directly classified papers

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Papers

Submodular Point Processes with Applications to Machine learning AISTATS 2015
Revisiting the Limits of MAP Inference by MWSS on Perfect Graphs AISTATS 2015
An Active Learning Framework using Sparse-Graph Codes for Sparse Polynomials and Graph Sketching NIPS 2015
Streaming Min-max Hypergraph Partitioning NIPS 2015
Maximum Persistency via Iterative Relaxed Inference With Graphical Models CVPR 2015
On Approximate Non-submodular Minimization via Tree-Structured Supermodularity AISTATS 2015
Lifted Symmetry Detection and Breaking for MAP Inference NIPS 2015
Motion Planning for Unlabeled Discs with Optimality Guarantees RSS 2015
Tractable Bayesian Network Structure Learning with Bounded Vertex Cover Number NIPS 2015
Fast Lifted MAP Inference via Partitioning NIPS 2015
Parallel Recursive Best-First AND/OR Search for Exact MAP Inference in Graphical Models NIPS 2015
Stochastic Online Greedy Learning with Semi-bandit Feedbacks NIPS 2015
Perturbed Message Passing for Constraint Satisfaction Problems JMLR 2015
Ultra-Scalable and Efficient Methods for Hybrid Observational and Experimental Local Causal Pathway Discovery JMLR 2015
Algorithms for the Hard Pre-Image Problem of String Kernels and the General Problem of String Prediction ICML 2015
Learning Submodular Losses with the Lovasz Hinge ICML 2015
Threshold Influence Model for Allocating Advertising Budgets ICML 2015
Matching Bags of Regions in RGBD images CVPR 2015
Discrete Tabu Search for Graph Matching ICCV 2015
Mixed Robust/Average Submodular Partitioning: Fast Algorithms, Guarantees, and Applications NIPS 2015
Clique-Graph Matching by Preserving Global & Local Structure CVPR 2015
Superdifferential Cuts for Binary Energies CVPR 2015
Discrete Hyper-Graph Matching CVPR 2015
MRF Optimization by Graph Approximation CVPR 2015
Graph-Based Simplex Method for Pairwise Energy Minimization With Binary Variables CVPR 2015