Optimization

Memory Limited, Streaming PCA NeurIPS 2013 Message-Passing Algorithms for Quadratic Minimization JMLR 2013 MILEAGE: Multiple Instance LEArning with Global Embedding ICML 2013 Mini-Batch Primal and Dual Methods for SVMs ICML 2013 Minimal Basis Facility Location for Subspace Segmentation ICCV 2013 Minimax Optimal Algorithms for Unconstrained Linear Optimization NeurIPS 2013 Mixed Optimization for Smooth Functions NeurIPS 2013 Monocular Template-Based 3D Reconstruction of Extensible Surfaces with Local Linear Elasticity CVPR 2013 Multi-agent Event Detection: Localization and Role Assignment CVPR 2013 Multi-attribute Queries: To Merge or Not to Merge? CVPR 2013 Multi-target Tracking by Lagrangian Relaxation to Min-cost Network Flow CVPR 2013 Multi-target Tracking by Rank-1 Tensor Approximation CVPR 2013 Multi-Task Bayesian Optimization NeurIPS 2013 Multivariate Convex Regression with Adaptive Partitioning JMLR 2013 Multi-view 3D Reconstruction from Uncalibrated Radially-Symmetric Cameras ICCV 2013 (Nearly) Optimal Algorithms for Private Online Learning in Full-information and Bandit Settings NeurIPS 2013 Neighbor-to-Neighbor Search for Fast Coding of Feature Vectors ICCV 2013 New Graph Structured Sparsity Model for Multi-label Image Annotations ICCV 2013 New Subsampling Algorithms for Fast Least Squares Regression NeurIPS 2013 Noisy and Missing Data Regression: Distribution-Oblivious Support Recovery ICML 2013 Non-convex P-Norm Projection for Robust Sparsity ICCV 2013 Non-strongly-convex smooth stochastic approximation with convergence rate O(1/n) NeurIPS 2013 Nyström Approximation for Large-Scale Determinantal Processes AISTATS 2013 O(logT) Projections for Stochastic Optimization of Smooth and Strongly Convex Functions ICML 2013 On Decomposing the Proximal Map NeurIPS 2013