matrix completion

Connectivity Shapes Implicit Regularization in Matrix Factorization Models for Matrix Completion NeurIPS 2024 Convergence of Gradient Descent with Small Initialization for Unregularized Matrix Completion COLT 2024 Delegation-Relegation for Boolean Matrix Factorization AAAI 2024 Efficiency Calibration of Implicit Regularization in Deep Networks via Self-paced Curriculum-Driven Singular Value Selection IJCAI 2024 Efficient Minimum Bayes Risk Decoding using Low-Rank Matrix Completion Algorithms NeurIPS 2024 FasMe: Fast and Sample-efficient Meta Estimator for Precision Matrix Learning in Small Sample Settings NeurIPS 2024 Generalization Analysis of Deep Non-linear Matrix Completion ICML 2024 Implicit bias of SGD in L_2-regularized linear DNNs: One-way jumps from high to low rank ICLR 2024 LERE: Learning-Based Low-Rank Matrix Recovery with Rank Estimation AAAI 2024 Low Rank Matrix Completion via Robust Alternating Minimization in Nearly Linear Time ICLR 2024 Neuron-Enhanced AutoEncoder Matrix Completion and Collaborative Filtering: Theory and Practice ICLR 2024 Online Matrix Completion: A Collaborative Approach with Hott Items ICML 2024 Restricted Isometry Property of Rank-One Measurements with Random Unit-Modulus Vectors AISTATS 2024 Sample-Efficient Geometry Reconstruction from Euclidean Distances using Non-Convex Optimization NeurIPS 2024 Semi-Random Matrix Completion via Flow-Based Adaptive Reweighting NeurIPS 2024 Symmetric Matrix Completion with ReLU Sampling ICML 2024 Unlabeled Principal Component Analysis and Matrix Completion JMLR 2024 An Inertial Block Majorization Minimization Framework for Nonsmooth Nonconvex Optimization JMLR 2023 Causal Matrix Completion COLT 2023 Conformalized matrix completion NeurIPS 2023 Differentially Private Matrix Completion through Low-rank Matrix Factorization AISTATS 2023 Efficient Robust Principal Component Analysis via Block Krylov Iteration and CUR Decomposition CVPR 2023 Graph Signal Sampling for Inductive One-Bit Matrix Completion: a Closed-form Solution ICLR 2023 Multi-source Learning via Completion of Block-wise Overlapping Noisy Matrices JMLR 2023 Multi-User Reinforcement Learning with Low Rank Rewards ICML 2023