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matrix factorization

529 papers

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Also known as

BMF LMF NMF SVD MF MRMF

Co-occurring keywords

collaborative filtering (298) recommender system (529) low-rank approximation (322) matrix completion (356) dimensionality reduction (720) gradient descent (1143) model compression (3283) bayesian inference (1904) representation learning (6174) singular value decomposition (216)

Papers

Noisy Gradient Descent Converges to Flat Minima for Nonconvex Matrix Factorization AISTATS 2021
UNKs Everywhere: Adapting Multilingual Language Models to New Scripts EMNLP 2021
On the Faster Alternating Least-Squares for CCA AISTATS 2021
Direction is what you need: Improving Word Embedding Compression in Large Language Models ACL 2021
STELAR: Spatio-temporal Tensor Factorization with Latent Epidemiological Regularization AAAI 2021
Semi-Discrete Social Recommendation (Student Abstract) AAAI 2021
Computationally Tractable Riemannian Manifolds for Graph Embeddings AAAI 2021
CWY Parametrization: a Solution for Parallelized Optimization of Orthogonal and Stiefel Matrices AISTATS 2021
Tripartite Collaborative Filtering with Observability and Selection for Debiasing Rating Estimation on Missing-Not-at-Random Data AAAI 2021
Temporal Latent Auto-Encoder: A Method for Probabilistic Multivariate Time Series Forecasting AAAI 2021
Bayesian Dynamic Mode Decomposition with Variational Matrix Factorization AAAI 2021
Preconditioned Gradient Descent for Over-Parameterized Nonconvex Matrix Factorization NIPS 2021
Exploiting Data Sparsity in Secure Cross-Platform Social Recommendation NIPS 2021
Few-shot Font Generation with Localized Style Representations and Factorization AAAI 2021
Intelligent Recommendations for Citizen Science AAAI 2021
Group-Sparse Matrix Factorization for Transfer Learning of Word Embeddings ICML 2021
Learning Robust Hierarchical Patterns of Human Brain across Many fMRI Studies NIPS 2021
Hierarchical Negative Binomial Factorization for Recommender Systems on Implicit Feedback AAAI 2021
Partial-Label and Structure-constrained Deep Coupled Factorization Network AAAI 2021
Fast Adaptively Weighted Matrix Factorization for Recommendation with Implicit Feedback AAAI 2020
A Survey on Representation Learning for User Modeling IJCAI 2020
Complete Dictionary Learning via L4-Norm Maximization over the Orthogonal Group JMLR 2020
Tensor denoising and completion based on ordinal observations ICML 2020
Scalable Probabilistic Matrix Factorization with Graph-Based Priors AAAI 2020
A novel variational form of the Schatten-$p$ quasi-norm NIPS 2020