matrix factorization

Robust Estimation of Neural Signals in Calcium Imaging NeurIPS 2017 Speeding Up Latent Variable Gaussian Graphical Model Estimation via Nonconvex Optimization NeurIPS 2017 SPMC: Socially-Aware Personalized Markov Chains for Sparse Sequential Recommendation IJCAI 2017 SVD-Softmax: Fast Softmax Approximation on Large Vocabulary Neural Networks NeurIPS 2017 User Profile Preserving Social Network Embedding IJCAI 2017 Zero-Shot Classification With Discriminative Semantic Representation Learning CVPR 2017 Analysis of Variational Bayesian Factorizations for Sparse and Low-Rank Estimation ICML 2016 A Neural Autoregressive Approach to Collaborative Filtering ICML 2016 A Sparse Interactive Model for Matrix Completion with Side Information NeurIPS 2016 Bayesian Poisson Tucker Decomposition for Learning the Structure of International Relations ICML 2016 Coordinate-wise Power Method NeurIPS 2016 Data Poisoning Attacks on Factorization-Based Collaborative Filtering NeurIPS 2016 Deconvolving Feedback Loops in Recommender Systems NeurIPS 2016 Dictionary Learning for Massive Matrix Factorization ICML 2016 Distributed Representations for Building Profiles of Users and Items from Text Reviews COLING 2016 Dropping Convexity for Faster Semi-definite Optimization COLT 2016 Efficient Large-Scale Similarity Search Using Matrix Factorization CVPR 2016 Fast Collaborative Filtering from Implicit Feedback with Provable Guarantees ACML 2016 Geometry Aware Mappings for High Dimensional Sparse Factors AISTATS 2016 Global Convergence of a Grassmannian Gradient Descent Algorithm for Subspace Estimation AISTATS 2016 Global Optimality of Local Search for Low Rank Matrix Recovery NeurIPS 2016 Hierarchical Compound Poisson Factorization ICML 2016 Hierarchical Probabilistic Matrix Factorization with Network Topology for Multi-relational Social Network ACML 2016 Integrating Distributional and Lexical Information for Semantic Classification of Words using MRMF COLING 2016 LazySVD: Even Faster SVD Decomposition Yet Without Agonizing Pain NeurIPS 2016