Mathematics

Memory Limited, Streaming PCA NeurIPS 2013 Message-Passing Algorithms for Quadratic Minimization JMLR 2013 Modeling Overlapping Communities with Node Popularities NeurIPS 2013 Multilinear Multitask Learning ICML 2013 Multi-resolution Shape Analysis via Non-Euclidean Wavelets: Applications to Mesh Segmentation and Surface Alignment Problems CVPR 2013 Multi-scale Topological Features for Hand Posture Representation and Analysis ICCV 2013 Multi-target Tracking by Rank-1 Tensor Approximation CVPR 2013 Near-optimal Anomaly Detection in Graphs using Lovasz Extended Scan Statistic NeurIPS 2013 Near-Optimal Entrywise Sampling for Data Matrices NeurIPS 2013 Network Principles for SfM: Disambiguating Repeated Structures with Local Context ICCV 2013 New Subsampling Algorithms for Fast Least Squares Regression 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 a Link Between Kernel Mean Maps and Fraunhofer Diffraction, with an Application to Super-Resolution Beyond the Diffraction Limit CVPR 2013 On model selection consistency of penalized M-estimators: a geometric theory NeurIPS 2013 On the Complexity and Approximation of Binary Evidence in Lifted Inference NeurIPS 2013 On the Convergence of Maximum Variance Unfolding JMLR 2013 On the Mean Curvature Flow on Graphs with Applications in Image and Manifold Processing ICCV 2013 Optimal Neural Population Codes for High-dimensional Stimulus Variables NeurIPS 2013 Optimal Orthogonal Basis and Image Assimilation: Motion Modeling ICCV 2013 PAC-Bayes-Empirical-Bernstein Inequality NeurIPS 2013 Parallel Transport of Deformations in Shape Space of Elastic Surfaces ICCV 2013 Parallel Vector Field Embedding JMLR 2013 Pass-efficient unsupervised feature selection NeurIPS 2013 Passive Learning with Target Risk COLT 2013