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 Tensor-Train Format Tensor Completion by Riemannian Optimization JMLR 2022
On Low-rank Trace Regression under General Sampling Distribution JMLR 2022
EiGLasso for Scalable Sparse Kronecker-Sum Inverse Covariance Estimation JMLR 2022
Accelerating SGD for Highly Ill-Conditioned Huge-Scale Online Matrix Completion NIPS 2022
Homomorphic Matrix Completion NIPS 2022
Nonconvex Matrix Completion with Linearly Parameterized Factors JMLR 2022
Dynamic Nonlinear Matrix Completion for Time-Varying Data Imputation AAAI 2022
Local and Global Linear Convergence of General Low-Rank Matrix Recovery Problems AAAI 2022
Fast Algorithm for Low-Rank Tensor Completion in Delay-Embedded Space CVPR 2022
Regularized and Smooth Double Core Tensor Factorization for Heterogeneous Data JMLR 2022
Factorization Approach for Low-complexity Matrix Completion Problems: Exponential Number of Spurious Solutions and Failure of Gradient Methods AISTATS 2022
Support Recovery in Sparse PCA with Incomplete Data NIPS 2022
Matrix Completion with Model-free Weighting ICML 2021
A Scalable Second Order Method for Ill-Conditioned Matrix Completion from Few Samples ICML 2021
Discrete-Valued Latent Preference Matrix Estimation with Graph Side Information ICML 2021
Accelerating Ill-Conditioned Low-Rank Matrix Estimation via Scaled Gradient Descent JMLR 2021
Near-Optimal Entrywise Anomaly Detection for Low-Rank Matrices with Sub-Exponential Noise ICML 2021
Private Alternating Least Squares: Practical Private Matrix Completion with Tighter Rates ICML 2021
Rate-Optimal Subspace Estimation on Random Graphs NIPS 2021
Unlabeled Principal Component Analysis NIPS 2021
Beyond the Signs: Nonparametric Tensor Completion via Sign Series NIPS 2021
Enhancing Parameter-Free Frank Wolfe with an Extra Subproblem AAAI 2021
Low-Rank Generalized Linear Bandit Problems AISTATS 2021
TenIPS: Inverse Propensity Sampling for Tensor Completion AISTATS 2021
Low-Rank Tensor Completion by Approximating the Tensor Average Rank ICCV 2021