Combinatorial Optimization

Learning Optimal Commitment to Overcome Insecurity NeurIPS 2014 Learning to Search in Branch and Bound Algorithms NeurIPS 2014 Lifted MAP Inference for Markov Logic Networks AISTATS 2014 Local Regularity-driven City-scale Facade Detection from Aerial Images CVPR 2014 Maximum Persistency in Energy Minimization CVPR 2014 Min-Max Problems on Factor Graphs ICML 2014 Multi Label Generic Cuts: Optimal Inference in Multi Label Multi Clique MRF-MAP Problems CVPR 2014 Multi-Scale Spectral Decomposition of Massive Graphs NeurIPS 2014 On Integrated Clustering and Outlier Detection NeurIPS 2014 Online combinatorial optimization with stochastic decision sets and adversarial losses NeurIPS 2014 Online Decision-Making in General Combinatorial Spaces NeurIPS 2014 On the Convergence Rate of Decomposable Submodular Function Minimization NeurIPS 2014 Optimal Budget Allocation: Theoretical Guarantee and Efficient Algorithm ICML 2014 Optimal Data Collection For Informative Rankings Expose Well-Connected Graphs JMLR 2014 Parallel Double Greedy Submodular Maximization NeurIPS 2014 Partial Optimality by Pruning for MAP-inference with General Graphical Models CVPR 2014 Piecewise Planar and Compact Floorplan Reconstruction from Images CVPR 2014 Reconstructing Evolving Tree Structures in Time Lapse Sequences CVPR 2014 Rounding-based Moves for Metric Labeling NeurIPS 2014 Scalable Semidefinite Relaxation for Maximum A Posterior Estimation ICML 2014 Scene Labeling Using Beam Search Under Mutex Constraints CVPR 2014 Seeded Graph Matching for Correlated Erdos-Renyi Graphs JMLR 2014 SPMF: A Java Open-Source Pattern Mining Library JMLR 2014 Stable and Informative Spectral Signatures for Graph Matching CVPR 2014 Stochastic Network Design in Bidirected Trees NeurIPS 2014