Matrix Factorization

Power-law Distribution Aware Trust Prediction IJCAI 2018 Probabilistic Boolean Tensor Decomposition ICML 2018 Ranking Preserving Nonnegative Matrix Factorization IJCAI 2018 Robust PCA by Manifold Optimization JMLR 2018 Scalable Robust Matrix Factorization with Nonconvex Loss NeurIPS 2018 Self-Representative Manifold Concept Factorization with Adaptive Neighbors for Clustering IJCAI 2018 Semi-Orthogonal Low-Rank Matrix Factorization for Deep Neural Networks Interspeech 2018 Sublinear Time Low-Rank Approximation of Distance Matrices NeurIPS 2018 Tensorize, Factorize and Regularize: Robust Visual Relationship Learning CVPR 2018 Adaptive Manifold Regularized Matrix Factorization for Data Clustering IJCAI 2017 A Unified Variance Reduction-Based Framework for Nonconvex Low-Rank Matrix Recovery ICML 2017 Compact Matrix Factorization With Dependent Subspaces CVPR 2017 Deep Matrix Factorization Models for Recommender Systems IJCAI 2017 Frame-based Data Factorizations ICML 2017 Fundamental Conditions for Low-CP-Rank Tensor Completion JMLR 2017 Handling Noise in Boolean Matrix Factorization IJCAI 2017 Hyper-Laplacian Regularized Unidirectional Low-Rank Tensor Recovery for Multispectral Image Denoising CVPR 2017 Learning Translations via Matrix Completion EMNLP 2017 Learning User Dependencies for Recommendation IJCAI 2017 Matrix Completion with Noisy Entries and Outliers JMLR 2017 Mixture-Rank Matrix Approximation for Collaborative Filtering NeurIPS 2017 Multi-Component Nonnegative Matrix Factorization IJCAI 2017 Multi-view Matrix Factorization for Linear Dynamical System Estimation NeurIPS 2017 Online Nonnegative Matrix Factorization with General Divergences AISTATS 2017 On Mixed Memberships and Symmetric Nonnegative Matrix Factorizations ICML 2017