← Keywords

matrix factorization

529 papers

Explore in graph

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

Low-rank passthrough neural networks ACL 2018
A Hybrid Learning Scheme for Chinese Word Embedding ACL 2018
NPE: Neural Personalized Embedding for Collaborative Filtering IJCAI 2018
Algorithmic Regularization in Over-parameterized Matrix Sensing and Neural Networks with Quadratic Activations COLT 2018
A Unified Framework for Nonconvex Low-Rank plus Sparse Matrix Recovery AISTATS 2018
Sublinear Time Low-Rank Approximation of Distance Matrices NIPS 2018
Smoothed analysis of the low-rank approach for smooth semidefinite programs NIPS 2018
Adaptive Manifold Regularized Matrix Factorization for Data Clustering IJCAI 2017
Exploiting Music Play Sequence for Music Recommendation IJCAI 2017
Riemannian Optimization for Skip-Gram Negative Sampling ACL 2017
Deep Matrix Factorization Models for Recommender Systems IJCAI 2017
User Profile Preserving Social Network Embedding IJCAI 2017
Low-Rank-Sparse Subspace Representation for Robust Regression CVPR 2017
Bernoulli Rank-1 Bandits for Click Feedback IJCAI 2017
Low-Rank Bilinear Pooling for Fine-Grained Classification CVPR 2017
Compact Matrix Factorization With Dependent Subspaces CVPR 2017
Optimal Sample Complexity of M-wise Data for Top-K Ranking NIPS 2017
A Simulated Annealing Based Inexact Oracle for Wasserstein Loss Minimization ICML 2017
Partitioned Tensor Factorizations for Learning Mixed Membership Models ICML 2017
Robust Asymmetric Bayesian Adaptive Matrix Factorization IJCAI 2017
Learning User Dependencies for Recommendation IJCAI 2017
Adaptive Group Sparse Multi-task Learning via Trace Lasso IJCAI 2017
Learning User's Intrinsic and Extrinsic Interests for Point-of-Interest Recommendation: A Unified Approach IJCAI 2017
Incremental Matrix Factorization: A Linear Feature Transformation Perspective IJCAI 2017
Basket-Sensitive Personalized Item Recommendation IJCAI 2017