Mathematics & Optimization

Discrete Tabu Search for Graph Matching ICCV 2015 Distributed Box-Constrained Quadratic Optimization for Dual Linear SVM ICML 2015 Distributed Estimation of Generalized Matrix Rank: Efficient Algorithms and Lower Bounds ICML 2015 Distributed Submodular Cover: Succinctly Summarizing Massive Data NeurIPS 2015 Distributionally Robust Logistic Regression NeurIPS 2015 Distributional Rank Aggregation, and an Axiomatic Analysis ICML 2015 Efficient Compressive Phase Retrieval with Constrained Sensing Vectors NeurIPS 2015 Efficient Decomposition of Image and Mesh Graphs by Lifted Multicuts ICCV 2015 Efficient Estimation of Mutual Information for Strongly Dependent Variables AISTATS 2015 Efficient Globally Optimal Consensus Maximisation With Tree Search CVPR 2015 Efficient High-Dimensional Stochastic Optimal Motion Control using Tensor-Train Decomposition RSS 2015 Efficient Learning in Large-Scale Combinatorial Semi-Bandits ICML 2015 Efficient Minimal-Surface Regularization of Perspective Depth Maps in Variational Stereo CVPR 2015 Efficient Non-greedy Optimization of Decision Trees NeurIPS 2015 Efficient Parallel Optimization for Potts Energy With Hierarchical Fusion CVPR 2015 Efficient Sampling for Gaussian Graphical Models via Spectral Sparsification COLT 2015 Efficient Video Segmentation Using Parametric Graph Partitioning ICCV 2015 Elastic Functional Coding of Human Actions: From Vector-Fields to Latent Variables CVPR 2015 \ell_1,p-Norm Regularization: Error Bounds and Convergence Rate Analysis of First-Order Methods ICML 2015 Embedded Phase Shifting: Robust Phase Shifting With Embedded Signals CVPR 2015 Entropy-Based Concentration Inequalities for Dependent Variables ICML 2015 Entropy evaluation based on confidence intervals of frequency estimates : Application to the learning of decision trees ICML 2015 Escaping the Local Minima via Simulated Annealing: Optimization of Approximately Convex Functions COLT 2015 Estimating Jaccard Index with Missing Observations: A Matrix Calibration Approach NeurIPS 2015 Estimating Mixture Models via Mixtures of Polynomials NeurIPS 2015