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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

Mixture Matrix Completion NIPS 2018
Play Duration Based User-Entity Affinity Modeling in Spoken Dialog System INTERSPEECH 2018
Scalable Robust Matrix Factorization with Nonconvex Loss NIPS 2018
A partial orthogonalization method for simulating covariance and concentration graph matrices PGM 2018
Combining Deep Learning and Topic Modeling for Review Understanding in Context-Aware Recommendation NAACL 2018
Learning Word Embeddings for Low-Resource Languages by PU Learning NAACL 2018
Low-Rank Riemannian Optimization on Positive Semidefinite Stochastic Matrices with Applications to Graph Clustering ICML 2018
Exploiting Common Characters in Chinese and Japanese to Learn Cross-Lingual Word Embeddings via Matrix Factorization ACL 2018
Interpretable and Compositional Relation Learning by Joint Training with an Autoencoder ACL 2018
A Unified Framework for Structured Low-rank Matrix Learning ICML 2018
Direct Output Connection for a High-Rank Language Model EMNLP 2018
Closed-form Marginal Likelihood in Gamma-Poisson Matrix Factorization ICML 2018
Improving Optimization for Models With Continuous Symmetry Breaking ICML 2018
Causal Inference with Noisy and Missing Covariates via Matrix Factorization NIPS 2018
GroupReduce: Block-Wise Low-Rank Approximation for Neural Language Model Shrinking NIPS 2018
Semi-Orthogonal Low-Rank Matrix Factorization for Deep Neural Networks INTERSPEECH 2018
SQL-Rank: A Listwise Approach to Collaborative Ranking ICML 2018
Algorithmic Regularization in Learning Deep Homogeneous Models: Layers are Automatically Balanced NIPS 2018
Maximizing Induced Cardinality Under a Determinantal Point Process NIPS 2018
Modeling Dynamic Missingness of Implicit Feedback for Recommendation NIPS 2018
Learning Signed Determinantal Point Processes through the Principal Minor Assignment Problem NIPS 2018
Learning Word Vectors with Linear Constraints: A Matrix Factorization Approach IJCAI 2018
Mitigating the Effect of Out-of-Vocabulary Entity Pairs in Matrix Factorization for KB Inference IJCAI 2018
Improving Implicit Recommender Systems with View Data IJCAI 2018
Dropout as a Low-Rank Regularizer for Matrix Factorization AISTATS 2018