matrix completion

New Perspectives on k-Support and Cluster Norms JMLR 2016 Noise-Tolerant Life-Long Matrix Completion via Adaptive Sampling NeurIPS 2016 Normalized Spectral Map Synchronization NeurIPS 2016 Optimal Estimation and Completion of Matrices with Biclustering Structures JMLR 2016 Optimal Statistical and Computational Rates for One Bit Matrix Completion AISTATS 2016 Preference Completion from Partial Rankings NeurIPS 2016 Probabilistic Low-Rank Matrix Completion from Quantized Measurements JMLR 2016 Provable Efficient Online Matrix Completion via Non-convex Stochastic Gradient Descent NeurIPS 2016 Proximal Riemannian Pursuit for Large-Scale Trace-Norm Minimization CVPR 2016 Recovery guarantee of weighted low-rank approximation via alternating minimization ICML 2016 Removing Clouds and Recovering Ground Observations in Satellite Image Sequences via Temporally Contiguous Robust Matrix Completion CVPR 2016 Robust Spectral Detection of Global Structures in the Data by Learning a Regularization NeurIPS 2016 Scalable and Sound Low-Rank Tensor Learning AISTATS 2016 Self-Adaptive Matrix Completion for Heart Rate Estimation From Face Videos Under Realistic Conditions CVPR 2016 Structured Matrix Recovery via the Generalized Dantzig Selector NeurIPS 2016 Subspace Learning with Partial Information JMLR 2016 The Information-Theoretic Requirements of Subspace Clustering with Missing Data ICML 2016 Tractable and Scalable Schatten Quasi-Norm Approximations for Rank Minimization AISTATS 2016 Trust No One: Low Rank Matrix Factorization Using Hierarchical RANSAC CVPR 2016 A Convergent Gradient Descent Algorithm for Rank Minimization and Semidefinite Programming from Random Linear Measurements NeurIPS 2015 A General Framework for Fast Stagewise Algorithms JMLR 2015 A New Retraction for Accelerating the Riemannian Three-Factor Low-Rank Matrix Completion Algorithm CVPR 2015 A Nonconvex Optimization Framework for Low Rank Matrix Estimation NeurIPS 2015 Approximating Sparse PCA from Incomplete Data NeurIPS 2015 Bilinear Heterogeneous Information Machine for RGB-D Action Recognition CVPR 2015