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

Pushing the Limits of Affine Rank Minimization by Adapting Probabilistic PCA ICML 2015
Safe Subspace Screening for Nuclear Norm Regularized Least Squares Problems ICML 2015
CUR Algorithm for Partially Observed Matrices ICML 2015
Preference Completion: Large-scale Collaborative Ranking from Pairwise Comparisons ICML 2015
Global Convergence of Stochastic Gradient Descent for Some Non-convex Matrix Problems ICML 2015
Sparse Subspace Clustering with Missing Entries ICML 2015
Bilinear Heterogeneous Information Machine for RGB-D Action Recognition CVPR 2015
Approximating Sparse PCA from Incomplete Data NIPS 2015
Model Recommendation: Generating Object Detectors From Few Samples CVPR 2015
A New Retraction for Accelerating the Riemannian Three-Factor Low-Rank Matrix Completion Algorithm CVPR 2015
FaLRR: A Fast Low Rank Representation Solver CVPR 2015
A Nonconvex Optimization Framework for Low Rank Matrix Estimation NIPS 2015
Fast and Memory Optimal Low-Rank Matrix Approximation NIPS 2015
Robust PCA with compressed data NIPS 2015
Riemannian Pursuit for Big Matrix Recovery ICML 2014
Rank-One Matrix Pursuit for Matrix Completion ICML 2014
Coherent Matrix Completion ICML 2014
Nuclear Norm Minimization via Active Subspace Selection ICML 2014
Manopt, a Matlab Toolbox for Optimization on Manifolds JMLR 2014
Prediction and Clustering in Signed Networks: A Local to Global Perspective JMLR 2014
Efficient Low-Rank Stochastic Gradient Descent Methods for Solving Semidefinite Programs AISTATS 2014
Online Passive-Aggressive Algorithms for Non-Negative Matrix Factorization and Completion AISTATS 2014
Low Rank Approximation Lower Bounds in Row-Update Streams NIPS 2014
Online Optimization for Max-Norm Regularization NIPS 2014
Recovery of Coherent Data via Low-Rank Dictionary Pursuit NIPS 2014