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

Binary Rating Estimation with Graph Side Information NIPS 2018
A Dual Framework for Low-rank Tensor Completion NIPS 2018
Low-rank Interaction with Sparse Additive Effects Model for Large Data Frames NIPS 2018
Mixture Matrix Completion NIPS 2018
Blind Deconvolutional Phase Retrieval via Convex Programming NIPS 2018
Using Side Information to Reliably Learn Low-Rank Matrices from Missing and Corrupted Observations JMLR 2018
Non-Convex Matrix Completion Against a Semi-Random Adversary COLT 2018
Matrix Norm Estimation from a Few Entries NIPS 2017
Fundamental Conditions for Low-CP-Rank Tensor Completion JMLR 2017
Geometric Matrix Completion with Recurrent Multi-Graph Neural Networks NIPS 2017
Algebraic Variety Models for High-Rank Matrix Completion ICML 2017
A Distribution Free Formulation of the Total Variability Model INTERSPEECH 2017
Nearly Optimal Robust Matrix Completion ICML 2017
No Spurious Local Minima in Nonconvex Low Rank Problems: A Unified Geometric Analysis ICML 2017
Learning Translations via Matrix Completion EMNLP 2017
SVD-free Convex-Concave Approaches for Nuclear Norm Regularization IJCAI 2017
Nonnegative Matrix Factorization for Time Series Recovery From a Few Temporal Aggregates ICML 2017
ROUTE: Robust Outlier Estimation for Low Rank Matrix Recovery IJCAI 2017
Generalized Conditional Gradient for Sparse Estimation JMLR 2017
Recovering PCA and Sparse PCA via Hybrid-(l1,l2) Sparse Sampling of Data Elements JMLR 2017
Optimal Recovery of Tensor Slices AISTATS 2017
A Unified Computational and Statistical Framework for Nonconvex Low-rank Matrix Estimation AISTATS 2017
Matrix Completion with Noisy Entries and Outliers JMLR 2017
Efficient Inexact Proximal Gradient Algorithm for Nonconvex Problems IJCAI 2017
Rank Determination for Low-Rank Data Completion JMLR 2017