Matrix Factorization

Closed-form Marginal Likelihood in Gamma-Poisson Matrix Factorization ICML 2018 Deep Multi-View Concept Learning IJCAI 2018 Dropout as a Low-Rank Regularizer for Matrix Factorization AISTATS 2018 Dropping Symmetry for Fast Symmetric Nonnegative Matrix Factorization NeurIPS 2018 DyNMF: Role Analytics in Dynamic Social Networks IJCAI 2018 Efficient Convex Completion of Coupled Tensors using Coupled Nuclear Norms NeurIPS 2018 Fast and Sample Efficient Inductive Matrix Completion via Multi-Phase Procrustes Flow ICML 2018 Gen-Oja: Simple & Efficient Algorithm for Streaming Generalized Eigenvector Computation NeurIPS 2018 Gradient Descent for Sparse Rank-One Matrix Completion for Crowd-Sourced Aggregation of Sparsely Interacting Workers ICML 2018 Harmonic Mean Iteratively Reweighted Least Squares for Low-Rank Matrix Recovery JMLR 2018 Higher-order Relation Schema Induction using Tensor Factorization with Back-off and Aggregation ACL 2018 High-Order Co-Clustering via Strictly Orthogonal and Symmetric L1-Norm Nonnegative Matrix Tri-Factorization IJCAI 2018 Improving Implicit Recommender Systems with View Data IJCAI 2018 Joint Learning of Phenotypes and Diagnosis-Medication Correspondence via Hidden Interaction Tensor Factorization IJCAI 2018 Learning from Group Comparisons: Exploiting Higher Order Interactions NeurIPS 2018 Learning Signed Determinantal Point Processes through the Principal Minor Assignment Problem NeurIPS 2018 Learning Word Vectors with Linear Constraints: A Matrix Factorization Approach IJCAI 2018 Low-rank Interaction with Sparse Additive Effects Model for Large Data Frames NeurIPS 2018 Missing Slice Recovery for Tensors Using a Low-Rank Model in Embedded Space CVPR 2018 Mitigating the Effect of Out-of-Vocabulary Entity Pairs in Matrix Factorization for KB Inference IJCAI 2018 Mixture Matrix Completion NeurIPS 2018 Multispectral Image Intrinsic Decomposition via Subspace Constraint CVPR 2018 Multi-Task Clustering with Model Relation Learning IJCAI 2018 MUSCAT: Multi-Scale Spatio-Temporal Learning with Application to Climate Modeling IJCAI 2018 Online Continuous-Time Tensor Factorization Based on Pairwise Interactive Point Processes IJCAI 2018