Mathematics & Optimization

Uniqueness of Tensor Decompositions with Applications to Polynomial Identifiability COLT 2014 Universal Matrix Completion ICML 2014 Unsupervised Deep Haar Scattering on Graphs NeurIPS 2014 Unsupervised Trajectory Modelling using Temporal Information via Minimal Paths CVPR 2014 User-Specific Hand Modeling from Monocular Depth Sequences CVPR 2014 Using Projection Kurtosis Concentration Of Natural Images For Blind Noise Covariance Matrix Estimation CVPR 2014 Very Fast Solution to the PnP Problem with Algebraic Outlier Rejection CVPR 2014 Video Classification using Semantic Concept Co-occurrences CVPR 2014 Wasserstein Propagation for Semi-Supervised Learning ICML 2014 Weakly-supervised Discovery of Visual Pattern Configurations NeurIPS 2014 Weighted Graph Clustering with Non-Uniform Uncertainties ICML 2014 Weighted Nuclear Norm Minimization with Application to Image Denoising CVPR 2014 Zeta Hull Pursuits: Learning Nonconvex Data Hulls NeurIPS 2014 Accelerated Mini-Batch Stochastic Dual Coordinate Ascent NeurIPS 2013 Accelerating Stochastic Gradient Descent using Predictive Variance Reduction NeurIPS 2013 Achievability of Asymptotic Minimax Regret in Online and Batch Prediction ACML 2013 A Comparative Framework for Preconditioned Lasso Algorithms NeurIPS 2013 A Comparative Study of Modern Inference Techniques for Discrete Energy Minimization Problems CVPR 2013 A Competitive Test for Uniformity of Monotone Distributions AISTATS 2013 A Control Framework for Tactile Servoing RSS 2013 A Convex Regularizer for Reducing Color Artifact in Color Image Recovery CVPR 2013 Active Contours with Group Similarity CVPR 2013 Active Learning for Multi-Objective Optimization ICML 2013 Adaptive Anonymity via b-Matching NeurIPS 2013 Adaptive Compressed Tomography Sensing CVPR 2013