Matrix Completion

Unorganized Malicious Attacks Detection NeurIPS 2018 A New Theory for Matrix Completion NeurIPS 2017 Geometric Matrix Completion with Recurrent Multi-Graph Neural Networks NeurIPS 2017 Learning Translations via Matrix Completion EMNLP 2017 Matrix Norm Estimation from a Few Entries NeurIPS 2017 Minimax Estimation of Bandable Precision Matrices NeurIPS 2017 Mixture-Rank Matrix Approximation for Collaborative Filtering NeurIPS 2017 Nonnegative Matrix Underapproximation for Robust Multiple Model Fitting CVPR 2017 On the Power of Truncated SVD for General High-rank Matrix Estimation Problems NeurIPS 2017 Recursive Sampling for the Nystrom Method NeurIPS 2017 Thy Friend is My Friend: Iterative Collaborative Filtering for Sparse Matrix Estimation NeurIPS 2017 A Non-convex One-Pass Framework for Generalized Factorization Machine and Rank-One Matrix Sensing NeurIPS 2016 A Sparse Interactive Model for Matrix Completion with Side Information NeurIPS 2016 Dynamic matrix recovery from incomplete observations under an exact low-rank constraint NeurIPS 2016 Global Optimality of Local Search for Low Rank Matrix Recovery NeurIPS 2016 High-Rank Matrix Completion and Clustering under Self-Expressive Models NeurIPS 2016 Matrix Completion has No Spurious Local Minimum NeurIPS 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 Recognizing Emotions From Abstract Paintings Using Non-Linear Matrix Completion CVPR 2016 Removing Clouds and Recovering Ground Observations in Satellite Image Sequences via Temporally Contiguous Robust Matrix Completion CVPR 2016 Self-Adaptive Matrix Completion for Heart Rate Estimation From Face Videos Under Realistic Conditions CVPR 2016 Analysis of Robust PCA via Local Incoherence NeurIPS 2015 A Nonconvex Optimization Framework for Low Rank Matrix Estimation NeurIPS 2015 Collaborative Filtering with Graph Information: Consistency and Scalable Methods NeurIPS 2015