conftrace_

matrix completion

356 papers

Explore in graph

Also known as

MC

Co-occurring keywords

low-rank matrix (174) convex optimization (1321) low-rank approximation (323) collaborative filtering (300) matrix factorization (529) nuclear norm (79) low-rank matrix recovery (57) nonconvex optimization (316) gradient descent (1144) matrix recovery (51)

Papers

Efficient and Robust Color Consistency for Community Photo Collections CVPR 2016
Mistake Bounds for Binary Matrix Completion NIPS 2016
Global Optimality of Local Search for Low Rank Matrix Recovery NIPS 2016
Matrix Completion has No Spurious Local Minimum NIPS 2016
Removing Clouds and Recovering Ground Observations in Satellite Image Sequences via Temporally Contiguous Robust Matrix Completion CVPR 2016
Optimal Estimation and Completion of Matrices with Biclustering Structures JMLR 2016
New Perspectives on k-Support and Cluster Norms JMLR 2016
Preference Completion from Partial Rankings NIPS 2016
Scalable and Sound Low-Rank Tensor Learning AISTATS 2016
Normalized Spectral Map Synchronization NIPS 2016
Provable Efficient Online Matrix Completion via Non-convex Stochastic Gradient Descent NIPS 2016
Robust Spectral Detection of Global Structures in the Data by Learning a Regularization NIPS 2016
Distributed Flexible Nonlinear Tensor Factorization NIPS 2016
Structured Matrix Recovery via the Generalized Dantzig Selector NIPS 2016
A Sparse Interactive Model for Matrix Completion with Side Information NIPS 2016
Recovery guarantee of weighted low-rank approximation via alternating minimization ICML 2016
Noise-Tolerant Life-Long Matrix Completion via Adaptive Sampling NIPS 2016
Tractable and Scalable Schatten Quasi-Norm Approximations for Rank Minimization AISTATS 2016
LLORMA: Local Low-Rank Matrix Approximation JMLR 2016
Trust No One: Low Rank Matrix Factorization Using Hierarchical RANSAC CVPR 2016
Blind Regression: Nonparametric Regression for Latent Variable Models via Collaborative Filtering NIPS 2016
The Information-Theoretic Requirements of Subspace Clustering with Missing Data ICML 2016
Fitting Spectral Decay with the k-Support Norm AISTATS 2016
Optimal Statistical and Computational Rates for One Bit Matrix Completion AISTATS 2016
High resolution neural connectivity from incomplete tracing data using nonnegative spline regression NIPS 2016