matrix completion

Nuclear Norm Minimization via Active Subspace Selection ICML 2014 Online Optimization for Max-Norm Regularization NeurIPS 2014 Online Passive-Aggressive Algorithms for Non-Negative Matrix Factorization and Completion AISTATS 2014 Prediction and Clustering in Signed Networks: A Local to Global Perspective JMLR 2014 Probabilistic low-rank matrix completion on finite alphabets NeurIPS 2014 Provable Tensor Factorization with Missing Data NeurIPS 2014 Rank-One Matrix Pursuit for Matrix Completion ICML 2014 Recovery of Coherent Data via Low-Rank Dictionary Pursuit NeurIPS 2014 Riemannian Pursuit for Big Matrix Recovery ICML 2014 Robust Tensor Decomposition with Gross Corruption NeurIPS 2014 Sparse PCA via Covariance Thresholding NeurIPS 2014 Spectral k-Support Norm Regularization NeurIPS 2014 The Noisy Power Method: A Meta Algorithm with Applications NeurIPS 2014 Universal Matrix Completion ICML 2014 A Max-Norm Constrained Minimization Approach to 1-Bit Matrix Completion JMLR 2013 A Novel Two-Step Method for Cross Language Representation Learning NeurIPS 2013 Error-Minimizing Estimates and Universal Entry-Wise Error Bounds for Low-Rank Matrix Completion NeurIPS 2013 Exact and Stable Recovery of Pairwise Interaction Tensors NeurIPS 2013 Excess risk bounds for multitask learning with trace norm regularization COLT 2013 Greedy Bilateral Sketch, Completion & Smoothing AISTATS 2013 Image Tag Completion via Image-Specific and Tag-Specific Linear Sparse Reconstructions CVPR 2013 Improving CUR Matrix Decomposition and the Nystrom Approximation via Adaptive Sampling JMLR 2013 Low-Rank Matrix and Tensor Completion via Adaptive Sampling NeurIPS 2013 Matrix Completion From any Given Set of Observations NeurIPS 2013 Noisy Sparse Subspace Clustering ICML 2013