matrix factorization

Gradient descent with identity initialization efficiently learns positive definite linear transformations by deep residual networks ICML 2018 GroupReduce: Block-Wise Low-Rank Approximation for Neural Language Model Shrinking NeurIPS 2018 Improving Implicit Recommender Systems with View Data IJCAI 2018 Improving Optimization for Models With Continuous Symmetry Breaking ICML 2018 Incorporating Subword Information into Matrix Factorization Word Embeddings NAACL 2018 Interpretable and Compositional Relation Learning by Joint Training with an Autoencoder ACL 2018 Learning Signed Determinantal Point Processes through the Principal Minor Assignment Problem NeurIPS 2018 Learning Word Embeddings for Low-Resource Languages by PU Learning NAACL 2018 Learning Word Vectors with Linear Constraints: A Matrix Factorization Approach IJCAI 2018 Low-rank passthrough neural networks ACL 2018 Low-Rank Riemannian Optimization on Positive Semidefinite Stochastic Matrices with Applications to Graph Clustering ICML 2018 Maximizing Induced Cardinality Under a Determinantal Point Process NeurIPS 2018 Metadata-dependent Infinite Poisson Factorization for Efficiently Modelling Sparse and Large Matrices in Recommendation IJCAI 2018 Mitigating the Effect of Out-of-Vocabulary Entity Pairs in Matrix Factorization for KB Inference IJCAI 2018 Mixture Matrix Completion NeurIPS 2018 Modeling Dynamic Missingness of Implicit Feedback for Recommendation NeurIPS 2018 Multi-Level Metric Learning via Smoothed Wasserstein Distance IJCAI 2018 NPE: Neural Personalized Embedding for Collaborative Filtering IJCAI 2018 On Learning Sparsely Used Dictionaries from Incomplete Samples ICML 2018 Play Duration Based User-Entity Affinity Modeling in Spoken Dialog System Interspeech 2018 Power-law Distribution Aware Trust Prediction IJCAI 2018 Recurrent Collaborative Filtering for Unifying General and Sequential Recommender IJCAI 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