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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

Exploiting Data Sparsity in Secure Cross-Platform Social Recommendation NIPS 2021
Transfer Learning via Optimal Transportation for Integrative Cancer Patient Stratification IJCAI 2021
Bayesian Dynamic Mode Decomposition with Variational Matrix Factorization AAAI 2021
Direction is what you need: Improving Word Embedding Compression in Large Language Models ACL 2021
Temporal Latent Auto-Encoder: A Method for Probabilistic Multivariate Time Series Forecasting AAAI 2021
Multispectral Illumination Estimation Using Deep Unrolling Network ICCV 2021
Streaming and Distributed Algorithms for Robust Column Subset Selection ICML 2021
Intelligent Recommendations for Citizen Science AAAI 2021
Discrete-Valued Latent Preference Matrix Estimation with Graph Side Information ICML 2021
Light RUMs ICML 2021
Additive Error Guarantees for Weighted Low Rank Approximation ICML 2021
Tripartite Collaborative Filtering with Observability and Selection for Debiasing Rating Estimation on Missing-Not-at-Random Data AAAI 2021
Semi-Discrete Social Recommendation (Student Abstract) AAAI 2021
STELAR: Spatio-temporal Tensor Factorization with Latent Epidemiological Regularization AAAI 2021
Rethinking Neural vs. Matrix-Factorization Collaborative Filtering: the Theoretical Perspectives ICML 2021
Understanding the Dynamics of Gradient Flow in Overparameterized Linear models ICML 2021
Towards Open-World Recommendation: An Inductive Model-based Collaborative Filtering Approach ICML 2021
Few-shot Font Generation with Localized Style Representations and Factorization AAAI 2021
UNKs Everywhere: Adapting Multilingual Language Models to New Scripts EMNLP 2021
Noisy Gradient Descent Converges to Flat Minima for Nonconvex Matrix Factorization AISTATS 2021
Probabilistic Sequential Matrix Factorization AISTATS 2021
Projection techniques to update the truncated SVD of evolving matrices with applications ICML 2021
Hierarchical Negative Binomial Factorization for Recommender Systems on Implicit Feedback AAAI 2021
Computationally Tractable Riemannian Manifolds for Graph Embeddings AAAI 2021
Graph Constrained Data Representation Learning for Human Motion Segmentation ICCV 2021