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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

Improved Bounded Matrix Completion for Large-Scale Recommender Systems IJCAI 2017
Other Topics You May Also Agree or Disagree: Modeling Inter-Topic Preferences using Tweets and Matrix Factorization ACL 2017
Explaining and Generalizing Skip-Gram through Exponential Family Principal Component Analysis EACL 2017
Implicit Regularization in Matrix Factorization NIPS 2017
Dynamic Collaborative Filtering With Compound Poisson Factorization AISTATS 2017
Audio Content Based Geotagging in Multimedia INTERSPEECH 2017
Belief Propagation in Conditional RBMs for Structured Prediction AISTATS 2017
Latent Feature Lasso ICML 2017
Frame-based Data Factorizations ICML 2017
How to Escape Saddle Points Efficiently ICML 2017
Privileged Multi-label Learning IJCAI 2017
SVD-Softmax: Fast Softmax Approximation on Large Vocabulary Neural Networks NIPS 2017
Speeding Up Latent Variable Gaussian Graphical Model Estimation via Nonconvex Optimization NIPS 2017
Multi-view Matrix Factorization for Linear Dynamical System Estimation NIPS 2017
Robust Estimation of Neural Signals in Calcium Imaging NIPS 2017
Generalizing to Unseen Entities and Entity Pairs with Row-less Universal Schema EACL 2017
Algorithms for $\ell_p$ Low-Rank Approximation ICML 2017
Zero-Shot Classification With Discriminative Semantic Representation Learning CVPR 2017
A Meta-Learning Perspective on Cold-Start Recommendations for Items NIPS 2017
A Greedy Approach for Budgeted Maximum Inner Product Search NIPS 2017
Matrix Tri-Factorization With Manifold Regularizations for Zero-Shot Learning CVPR 2017
Privileged Matrix Factorization for Collaborative Filtering IJCAI 2017
Mixture-Rank Matrix Approximation for Collaborative Filtering NIPS 2017
Lexical Sememe Prediction via Word Embeddings and Matrix Factorization IJCAI 2017
Revisiting the Variable Projection Method for Separable Nonlinear Least Squares Problems CVPR 2017