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

Model-free Nonconvex Matrix Completion: Local Minima Analysis and Applications in Memory-efficient Kernel PCA JMLR 2019
RES-PCA: A Scalable Approach to Recovering Low-Rank Matrices CVPR 2019
Low-Rank Tensor Completion With a New Tensor Nuclear Norm Induced by Invertible Linear Transforms CVPR 2019
On Robustness of Principal Component Regression NIPS 2019
Training Complex Models with Multi-Task Weak Supervision AAAI 2019
Sample-Optimal Low-Rank Approximation of Distance Matrices COLT 2019
Mixture Matrix Completion NIPS 2018
Riemannian stochastic quasi-Newton algorithm with variance reduction and its convergence analysis AISTATS 2018
Matrix completion with Preference Ranking for Top-N Recommendation IJCAI 2018
Matrix completability analysis via graph k-connectivity AISTATS 2018
A Primal-Dual Analysis of Global Optimality in Nonconvex Low-Rank Matrix Recovery ICML 2018
Blind Deconvolutional Phase Retrieval via Convex Programming NIPS 2018
Implicit Regularization in Nonconvex Statistical Estimation: Gradient Descent Converges Linearly for Phase Retrieval and Matrix Completion ICML 2018
Gradient Descent for Sparse Rank-One Matrix Completion for Crowd-Sourced Aggregation of Sparsely Interacting Workers ICML 2018
Differentially Private Matrix Completion Revisited ICML 2018
Deep Models of Interactions Across Sets ICML 2018
Differentially Private Robust Low-Rank Approximation NIPS 2018
Parameterized Algorithms for the Matrix Completion Problem ICML 2018
A Unified Framework for Structured Low-rank Matrix Learning ICML 2018
The Price of Privacy for Low-rank Factorization NIPS 2018
Large-Scale Sparse Inverse Covariance Estimation via Thresholding and Max-Det Matrix Completion ICML 2018
Harmonic Mean Iteratively Reweighted Least Squares for Low-Rank Matrix Recovery JMLR 2018
Nearly Optimal Robust Subspace Tracking ICML 2018
Convolutional Imputation of Matrix Networks ICML 2018
Nonparametric Preference Completion AISTATS 2018