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

Convergence of Gradient Descent with Small Initialization for Unregularized Matrix Completion COLT 2024
Efficiency Calibration of Implicit Regularization in Deep Networks via Self-paced Curriculum-Driven Singular Value Selection IJCAI 2024
FasMe: Fast and Sample-efficient Meta Estimator for Precision Matrix Learning in Small Sample Settings NIPS 2024
Pose Synchronization Under Multiple Pair-Wise Relative Poses CVPR 2023
One-sided Matrix Completion from Two Observations Per Row ICML 2023
Efficient Robust Principal Component Analysis via Block Krylov Iteration and CUR Decomposition CVPR 2023
Online estimation of similarity matrices with incomplete data UAI 2023
Predicting Global Label Relationship Matrix for Graph Neural Networks under Heterophily NIPS 2023
An Inertial Block Majorization Minimization Framework for Nonsmooth Nonconvex Optimization JMLR 2023
Multi-User Reinforcement Learning with Low Rank Rewards ICML 2023
Statistical Inference for Noisy Incomplete Binary Matrix JMLR 2023
Rank-1 Matrix Completion with Gradient Descent and Small Random Initialization NIPS 2023
Recovering Unbalanced Communities in the Stochastic Block Model with Application to Clustering with a Faulty Oracle NIPS 2023
Tackling Combinatorial Distribution Shift: A Matrix Completion Perspective COLT 2023
Causal Matrix Completion COLT 2023
Multi-source Learning via Completion of Block-wise Overlapping Noisy Matrices JMLR 2023
Near-Optimal Weighted Matrix Completion JMLR 2023
Semidefinite Programming versus Burer-Monteiro Factorization for Matrix Sensing AAAI 2023
On the Optimality of Nuclear-norm-based Matrix Completion for Problems with Smooth Non-linear Structure JMLR 2023
Conformalized matrix completion NIPS 2023
Partial Matrix Completion NIPS 2023
Optimal Algorithms for Latent Bandits with Cluster Structure AISTATS 2023
Differentially Private Matrix Completion through Low-rank Matrix Factorization AISTATS 2023
Robust High-Dimensional Low-Rank Matrix Estimation: Optimal Rate and Data-Adaptive Tuning JMLR 2023
Neural Harmonics: Bridging Spectral Embedding and Matrix Completion in Self-Supervised Learning NIPS 2023