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

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Showing 26–50 of 796 papers

Title	Date	Tasks	Status	Hype	Score
Crosslingual Topic Modeling with WikiPDA	Sep 23, 2020	ArticlesMatrix Completion	CodeCode Available	1	5
Detecting and Tracking Small and Dense Moving Objects in Satellite Videos: A Benchmark	Nov 25, 2021	Matrix CompletionMoving Object Detection	CodeCode Available	1	5
Causal Matrix Completion	Sep 30, 2021	Matrix CompletionRecommendation Systems	CodeCode Available	1	5
Accelerating Ill-Conditioned Low-Rank Matrix Estimation via Scaled Gradient Descent	May 18, 2020	Matrix Completion	CodeCode Available	1	5
Deep Generalization of Structured Low-Rank Algorithms (Deep-SLR)	Dec 7, 2019	Computational EfficiencyImage Reconstruction	CodeCode Available	1	5
Adaptive and Implicit Regularization for Matrix Completion	Aug 11, 2022	Matrix Completion	CodeCode Available	1	5
Generalized Low Rank Models	Oct 1, 2014	ClusteringDenoising	CodeCode Available	1	5
GLocal-K: Global and Local Kernels for Recommender Systems	Aug 27, 2021	Collaborative FilteringMatrix Completion	CodeCode Available	1	5
Graph Convolutional Matrix Completion	Jun 7, 2017	Collaborative FilteringLink Prediction	CodeCode Available	1	5
Inductive Matrix Completion Based on Graph Neural Networks	Apr 26, 2019	Graph Neural NetworkMatrix Completion	CodeCode Available	1	5
Efficient and Robust Freeway Traffic Speed Estimation under Oblique Grid using Vehicle Trajectory Data	Nov 6, 2024	Low-Rank Matrix CompletionMatrix Completion	CodeCode Available	0	5
Efficient Model-Based Collaborative Filtering with Fast Adaptive PCA	Sep 4, 2020	Collaborative FilteringMatrix Completion	CodeCode Available	0	5
Dictionary Learning for Massive Matrix Factorization	May 3, 2016	Collaborative FilteringDictionary Learning	CodeCode Available	0	5
Distant Supervision for Relation Extraction with Matrix Completion	Jun 1, 2014	Low-Rank Matrix CompletionMatrix Completion	CodeCode Available	0	5
Efficient Over-parameterized Matrix Sensing from Noisy Measurements via Alternating Preconditioned Gradient Descent	Feb 1, 2025	Matrix Completion	CodeCode Available	0	5
Adversarially-Trained Nonnegative Matrix Factorization	Apr 10, 2021	Dimensionality ReductionMatrix Completion	CodeCode Available	0	5
Graphon Estimation from Partially Observed Network Data	Jun 2, 2019	Graphon EstimationMatrix Completion	CodeCode Available	0	5
Deep Models of Interactions Across Sets	Mar 7, 2018	Collaborative FilteringMatrix Completion	CodeCode Available	0	5
Accelerating SGD for Highly Ill-Conditioned Huge-Scale Online Matrix Completion	Aug 24, 2022	Collaborative FilteringMatrix Completion	CodeCode Available	0	5
Spectral Geometric Matrix Completion	Nov 17, 2019	Matrix CompletionRecommendation Systems	CodeCode Available	0	5
DeepVir -- Graphical Deep Matrix Factorization for "In Silico" Antiviral Repositioning: Application to COVID-19	Sep 22, 2020	Matrix Completion	CodeCode Available	0	5
Depth Image Inpainting: Improving Low Rank Matrix Completion with Low Gradient Regularization	Apr 20, 2016	Image InpaintingLow-Rank Matrix Completion	CodeCode Available	0	5
Conditions for Estimation of Sensitivities of Voltage Magnitudes to Complex Power Injections	Dec 2, 2022	Matrix Completion	CodeCode Available	0	5
Contrastive Matrix Completion with Denoising and Augmented Graph Views for Robust Recommendation	Jun 12, 2025	Contrastive LearningDenoising	CodeCode Available	0	5
Collective Matrix Completion	Jul 24, 2018	Matrix Completion	CodeCode Available	0	5

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