conftrace_
← Core Methods
Machine Learning › Core Methods ›

Matrix Factorization

383 papers

Papers per year

11
21
28
4
'10
'15
'20
'25

Papers

Nonconvex Matrix Completion with Linearly Parameterized Factors JMLR 2022
KoPA: Automated Kronecker Product Approximation JMLR 2022
A Random Matrix Perspective on Random Tensors JMLR 2022
Fast Stagewise Sparse Factor Regression JMLR 2022
Rate-Optimal Subspace Estimation on Random Graphs NIPS 2021
Implicit Regularization in Matrix Sensing via Mirror Descent NIPS 2021
Unbalanced Optimal Transport through Non-negative Penalized Linear Regression NIPS 2021
Rank Overspecified Robust Matrix Recovery: Subgradient Method and Exact Recovery NIPS 2021
Binary Matrix Factorisation via Column Generation AAAI 2021
Out-of-Town Recommendation with Travel Intention Modeling AAAI 2021
Tripartite Collaborative Filtering with Observability and Selection for Debiasing Rating Estimation on Missing-Not-at-Random Data AAAI 2021
eTREE: Learning Tree-structured Embeddings AAAI 2021
Characterizing the Loss Landscape in Non-Negative Matrix Factorization AAAI 2021
Clustering Ensemble Meets Low-rank Tensor Approximation AAAI 2021
Intelligent Recommendations for Citizen Science AAAI 2021
Semi-Discrete Social Recommendation (Student Abstract) AAAI 2021
One-Pass Multi-View Clustering for Large-Scale Data ICCV 2021
Additive Error Guarantees for Weighted Low Rank Approximation ICML 2021
Private Alternating Least Squares: Practical Private Matrix Completion with Tighter Rates ICML 2021
Estimating $α$-Rank from A Few Entries with Low Rank Matrix Completion ICML 2021
Streaming Bayesian Deep Tensor Factorization ICML 2021
Discrete-Valued Latent Preference Matrix Estimation with Graph Side Information ICML 2021
Rethinking Neural vs. Matrix-Factorization Collaborative Filtering: the Theoretical Perspectives ICML 2021
Group-Sparse Matrix Factorization for Transfer Learning of Word Embeddings ICML 2021
Alpha-Stable Autoregressive Fast Multichannel Nonnegative Matrix Factorization for Joint Speech Enhancement and Dereverberation INTERSPEECH 2021