SOTAVerified

Matrix Completion

Matrix Completion is a method for recovering lost information. It originates from machine learning and usually deals with highly sparse matrices. Missing or unknown data is estimated using the low-rank matrix of the known data.

Source: A Fast Matrix-Completion-Based Approach for Recommendation Systems

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 701–750 of 796 papers

TitleStatusHype
Depth Image Inpainting: Improving Low Rank Matrix Completion with Low Gradient RegularizationCode0
Causal Inference with Noisy and Missing Covariates via Matrix FactorizationCode0
Decomposition into Low-rank plus Additive Matrices for Background/Foreground Separation: A Review for a Comparative Evaluation with a Large-Scale DatasetCode0
Low-Rank Inducing Norms with Optimality InterpretationsCode0
An Exact and Robust Conformal Inference Method for Counterfactual and Synthetic ControlsCode0
NoisyCUR: An algorithm for two-cost budgeted matrix completionCode0
Graph Signal Sampling for Inductive One-Bit Matrix Completion: a Closed-form SolutionCode0
Dictionary Learning for Massive Matrix FactorizationCode0
Online Robust Subspace Tracking from Partial InformationCode0
A Gradient Descent Algorithm on the Grassman Manifold for Matrix CompletionCode0
Guaranteed Rank Minimization via Singular Value ProjectionCode0
On Low-rank Trace Regression under General Sampling DistributionCode0
Distant Supervision for Relation Extraction with Matrix CompletionCode0
VIGAN: Missing View Imputation with Generative Adversarial NetworksCode0
A Generalized Latent Factor Model Approach to Mixed-data Matrix Completion with Entrywise ConsistencyCode0
Adversarially-Trained Nonnegative Matrix FactorizationCode0
Accelerating SGD for Highly Ill-Conditioned Huge-Scale Online Matrix CompletionCode0
Scalable Probabilistic Matrix Factorization with Graph-Based PriorsCode0
Matrix Low-Rank Approximation For Policy Gradient MethodsCode0
Provable Tensor Ring CompletionCode0
High resolution neural connectivity from incomplete tracing data using nonnegative spline regressionCode0
Hybrid Recommender System based on AutoencodersCode0
Can We Predict Performance of Large Models across Vision-Language Tasks?Code0
Efficient and Robust Freeway Traffic Speed Estimation under Oblique Grid using Vehicle Trajectory DataCode0
Matrix Low-Rank Trust Region Policy OptimizationCode0
Matrix Norm Estimation from a Few EntriesCode0
Matrix tri-factorization over the tropical semiringCode0
Predictive Low Rank Matrix Learning under Partial Observations: Mixed-Projection ADMMCode0
Graphon Estimation from Partially Observed Network DataCode0
Implicit Regularization in Deep Learning May Not Be Explainable by NormsCode0
Contrastive Matrix Completion with Denoising and Augmented Graph Views for Robust RecommendationCode0
Efficient Model-Based Collaborative Filtering with Fast Adaptive PCACode0
Efficient Over-parameterized Matrix Sensing from Noisy Measurements via Alternating Preconditioned Gradient DescentCode0
Implicit Regularization in Deep Matrix FactorizationCode0
A Survey on Nonconvex Regularization Based Sparse and Low-Rank Recovery in Signal Processing, Statistics, and Machine LearningCode0
Preference Completion: Large-scale Collaborative Ranking from Pairwise ComparisonsCode0
Riemannian stochastic variance reduced gradient on Grassmann manifoldCode0
Implicit Regularization in Tensor FactorizationCode0
An Inertial Block Majorization Minimization Framework for Nonsmooth Nonconvex OptimizationCode0
Applications of Nature-Inspired Metaheuristic Algorithms for Tackling Optimization Problems Across DisciplinesCode0
Meta-learning based Alternating Minimization Algorithm for Non-convex OptimizationCode0
Recognizing Emotions From Abstract Paintings Using Non-Linear Matrix CompletionCode0
Imputation and low-rank estimation with Missing Not At Random dataCode0
Conditions for Estimation of Sensitivities of Voltage Magnitudes to Complex Power InjectionsCode0
Estimating Missing Data in Temporal Data Streams Using Multi-directional Recurrent Neural NetworksCode0
Riemannian stochastic variance reduced gradient algorithm with retraction and vector transportCode0
Nonnegative Tensor Completion via Integer OptimizationCode0
Indian Regional Movie Dataset for Recommender SystemsCode0
Bounded Simplex-Structured Matrix Factorization: Algorithms, Identifiability and ApplicationsCode0
Training Complex Models with Multi-Task Weak SupervisionCode0
Show:102550
← PrevPage 15 of 16Next →

No leaderboard results yet.