Mathematics & Optimization

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 Lagrangian Relaxation to Min-cost Network Flow CVPR 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 Batch Mode Active Learning and Adaptive Submodular Optimization ICML 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 Noisy Sparse Subspace Clustering ICML 2013 Non-convex P-Norm Projection for Robust Sparsity ICCV 2013 Non-rigid Structure from Motion with Diffusion Maps Prior CVPR 2013 Non-strongly-convex smooth stochastic approximation with convergence rate O(1/n) NeurIPS 2013 Non-Uniform Camera Shake Removal Using a Spatially-Adaptive Sparse Penalty 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 Algorithms for Sparse Multi-factor NMF NeurIPS 2013 On a Link Between Kernel Mean Maps and Fraunhofer Diffraction, with an Application to Super-Resolution Beyond the Diffraction Limit CVPR 2013 On Decomposing the Proximal Map NeurIPS 2013 One-Pass AUC Optimization ICML 2013 Online Coverage by a Tethered Autonomous Mobile Robot in Planar Unknown Environments RSS 2013 Online Kernel Learning with a Near Optimal Sparsity Bound ICML 2013 Online learning in episodic Markovian decision processes by relative entropy policy search NeurIPS 2013 Online Learning in Markov Decision Processes with Adversarially Chosen Transition Probability Distributions NeurIPS 2013 Online Learning of Dynamic Parameters in Social Networks NeurIPS 2013