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

Provable Subspace Clustering: When LRR meets SSC NIPS 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 NIPS 2013
Error-Minimizing Estimates and Universal Entry-Wise Error Bounds for Low-Rank Matrix Completion NIPS 2013
Excess risk bounds for multitask learning with trace norm regularization COLT 2013
A Max-Norm Constrained Minimization Approach to 1-Bit Matrix Completion JMLR 2013
A Novel Two-Step Method for Cross Language Representation Learning NIPS 2013
Greedy Bilateral Sketch, Completion & Smoothing AISTATS 2013
Matrix Completion From any Given Set of Observations NIPS 2013
Speedup Matrix Completion with Side Information: Application to Multi-Label Learning NIPS 2013
What do row and column marginals reveal about your dataset? NIPS 2013
Noisy Sparse Subspace Clustering ICML 2013
Spectral Compressed Sensing via Structured Matrix Completion ICML 2013
Semi-supervised Clustering by Input Pattern Assisted Pairwise Similarity Matrix Completion ICML 2013
Speeding up Permutation Testing in Neuroimaging NIPS 2013
Matrix reconstruction with the local max norm NIPS 2012
Iterative Reweighted Algorithms for Matrix Rank Minimization JMLR 2012
Restricted Strong Convexity and Weighted Matrix Completion: Optimal Bounds with Noise JMLR 2012
Regularization Paths with Guarantees for Convex Semidefinite Optimization AISTATS 2012
Finding Exemplars from Pairwise Dissimilarities via Simultaneous Sparse Recovery NIPS 2012
Approximating Concavely Parameterized Optimization Problems NIPS 2012
Primal-Dual methods for sparse constrained matrix completion AISTATS 2012
Calibrated Elastic Regularization in Matrix Completion NIPS 2012
Semi-Crowdsourced Clustering: Generalizing Crowd Labeling by Robust Distance Metric Learning NIPS 2012