conftrace_

matrix completion

356 papers

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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

Subspace Learning with Partial Information JMLR 2016
Classification with Low Rank and Missing Data ICML 2015
Fast Exact Matrix Completion with Finite Samples COLT 2015
Matrix Completion and Low-Rank SVD via Fast Alternating Least Squares JMLR 2015
Functional Correspondence by Matrix Completion CVPR 2015
Matrix Completion for Resolving Label Ambiguity CVPR 2015
Fast Randomized Singular Value Thresholding for Nuclear Norm Minimization CVPR 2015
Matrix Completion with Noisy Side Information NIPS 2015
A Convergent Gradient Descent Algorithm for Rank Minimization and Semidefinite Programming from Random Linear Measurements NIPS 2015
Unified View of Matrix Completion under General Structural Constraints NIPS 2015
Regularization-Free Estimation in Trace Regression with Symmetric Positive Semidefinite Matrices NIPS 2015
Taming the Wild: A Unified Analysis of Hogwild-Style Algorithms NIPS 2015
Matrix Completion from Fewer Entries: Spectral Detectability and Rank Estimation NIPS 2015
Collaboratively Learning Preferences from Ordinal Data NIPS 2015
Matrix Completion Under Monotonic Single Index Models NIPS 2015
Collaborative Filtering with Graph Information: Consistency and Scalable Methods NIPS 2015
Recognizing retinal ganglion cells in the dark NIPS 2015
Low Rank Matrix Completion with Exponential Family Noise COLT 2015
Consistent Collective Matrix Completion under Joint Low Rank Structure AISTATS 2015
Column Subset Selection with Missing Data via Active Sampling AISTATS 2015
Minimizing Nonconvex Non-Separable Functions AISTATS 2015
A General Framework for Fast Stagewise Algorithms JMLR 2015
Distributed Matrix Completion and Robust Factorization JMLR 2015
The Algebraic Combinatorial Approach for Low-Rank Matrix Completion JMLR 2015
Completing Any Low-rank Matrix, Provably JMLR 2015