matrix factorization

Smoothed analysis of the low-rank approach for smooth semidefinite programs NeurIPS 2018 SQL-Rank: A Listwise Approach to Collaborative Ranking ICML 2018 Sublinear Time Low-Rank Approximation of Distance Matrices NeurIPS 2018 Unsupervised Deep Hashing via Binary Latent Factor Models for Large-scale Cross-modal Retrieval IJCAI 2018 Your Tweets Reveal What You Like: Introducing Cross-media Content Information into Multi-domain Recommendation IJCAI 2018 Adaptive Group Sparse Multi-task Learning via Trace Lasso IJCAI 2017 Adaptive Manifold Regularized Matrix Factorization for Data Clustering IJCAI 2017 A Greedy Approach for Budgeted Maximum Inner Product Search NeurIPS 2017 Algorithms for ℓ_p Low-Rank Approximation ICML 2017 A Meta-Learning Perspective on Cold-Start Recommendations for Items NeurIPS 2017 Approximation Algorithms for ℓ_0-Low Rank Approximation NeurIPS 2017 A Simple Language Model based on PMI Matrix Approximations EMNLP 2017 A Simulated Annealing Based Inexact Oracle for Wasserstein Loss Minimization ICML 2017 Audio Content Based Geotagging in Multimedia Interspeech 2017 Basket-Sensitive Personalized Item Recommendation IJCAI 2017 Belief Propagation in Conditional RBMs for Structured Prediction AISTATS 2017 Bernoulli Rank-1 Bandits for Click Feedback IJCAI 2017 Compact Matrix Factorization With Dependent Subspaces CVPR 2017 Deep Matrix Factorization Models for Recommender Systems IJCAI 2017 Dynamic Collaborative Filtering With Compound Poisson Factorization AISTATS 2017 Explaining and Generalizing Skip-Gram through Exponential Family Principal Component Analysis EACL 2017 Exploiting Music Play Sequence for Music Recommendation IJCAI 2017 Frame-based Data Factorizations ICML 2017 Generalizing to Unseen Entities and Entity Pairs with Row-less Universal Schema EACL 2017 How regularization affects the critical points in linear networks NeurIPS 2017