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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

Fast and Accurate Least-Mean-Squares Solvers NIPS 2019
Total Least Squares Regression in Input Sparsity Time NIPS 2019
Efficient Symmetric Norm Regression via Linear Sketching NIPS 2019
Generalized Matrix Means for Semi-Supervised Learning with Multilayer Graphs NIPS 2019
RaFM: Rank-Aware Factorization Machines ICML 2019
Gradient descent with identity initialization efficiently learns positive definite linear transformations by deep residual networks ICML 2018
Incorporating Subword Information into Matrix Factorization Word Embeddings NAACL 2018
Power-law Distribution Aware Trust Prediction IJCAI 2018
On Learning Sparsely Used Dictionaries from Incomplete Samples ICML 2018
Multi-Level Metric Learning via Smoothed Wasserstein Distance IJCAI 2018
Self-Representative Manifold Concept Factorization with Adaptive Neighbors for Clustering IJCAI 2018
Exploiting Graph Regularized Multi-dimensional Hawkes Processes for Modeling Events with Spatio-temporal Characteristics IJCAI 2018
Doubly Aligned Incomplete Multi-view Clustering IJCAI 2018
Recurrent Collaborative Filtering for Unifying General and Sequential Recommender IJCAI 2018
Your Tweets Reveal What You Like: Introducing Cross-media Content Information into Multi-domain Recommendation IJCAI 2018
CoupledCF: Learning Explicit and Implicit User-item Couplings in Recommendation for Deep Collaborative Filtering IJCAI 2018
A Deep Framework for Cross-Domain and Cross-System Recommendations IJCAI 2018
Metadata-dependent Infinite Poisson Factorization for Efficiently Modelling Sparse and Large Matrices in Recommendation IJCAI 2018
Unsupervised Deep Hashing via Binary Latent Factor Models for Large-scale Cross-modal Retrieval IJCAI 2018
Adaptive Collaborative Similarity Learning for Unsupervised Multi-view Feature Selection IJCAI 2018
Cascaded Low Rank and Sparse Representation on Grassmann Manifolds IJCAI 2018
DyNMF: Role Analytics in Dynamic Social Networks IJCAI 2018
A Dual Framework for Low-rank Tensor Completion NIPS 2018
Continuous Word Embedding Fusion via Spectral Decomposition CONLL 2018
Compression of End-to-End Models INTERSPEECH 2018