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Matrix Factorization

383 papers

Papers per year

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21
28
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Papers

Closed-form Marginal Likelihood in Gamma-Poisson Matrix Factorization ICML 2018
A Unified Framework for Structured Low-rank Matrix Learning ICML 2018
Canonical Tensor Decomposition for Knowledge Base Completion ICML 2018
Gradient Descent for Sparse Rank-One Matrix Completion for Crowd-Sourced Aggregation of Sparsely Interacting Workers ICML 2018
Probabilistic Boolean Tensor Decomposition ICML 2018
Fast and Sample Efficient Inductive Matrix Completion via Multi-Phase Procrustes Flow ICML 2018
A Primal-Dual Analysis of Global Optimality in Nonconvex Low-Rank Matrix Recovery ICML 2018
High-Order Co-Clustering via Strictly Orthogonal and Symmetric L1-Norm Nonnegative Matrix Tri-Factorization IJCAI 2018
Self-Representative Manifold Concept Factorization with Adaptive Neighbors for Clustering IJCAI 2018
Cascaded Low Rank and Sparse Representation on Grassmann Manifolds IJCAI 2018
Ranking Preserving Nonnegative Matrix Factorization IJCAI 2018
Deep Multi-View Concept Learning IJCAI 2018
Online Continuous-Time Tensor Factorization Based on Pairwise Interactive Point Processes IJCAI 2018
MUSCAT: Multi-Scale Spatio-Temporal Learning with Application to Climate Modeling IJCAI 2018
Multi-Task Clustering with Model Relation Learning IJCAI 2018
Improving Implicit Recommender Systems with View Data IJCAI 2018
Power-law Distribution Aware Trust Prediction IJCAI 2018
Joint Learning of Phenotypes and Diagnosis-Medication Correspondence via Hidden Interaction Tensor Factorization IJCAI 2018
DyNMF: Role Analytics in Dynamic Social Networks IJCAI 2018
Mitigating the Effect of Out-of-Vocabulary Entity Pairs in Matrix Factorization for KB Inference IJCAI 2018
Learning Word Vectors with Linear Constraints: A Matrix Factorization Approach IJCAI 2018
ASe: Acoustic Scene Embedding Using Deep Archetypal Analysis and GMM INTERSPEECH 2018
Semi-Orthogonal Low-Rank Matrix Factorization for Deep Neural Networks INTERSPEECH 2018
Harmonic Mean Iteratively Reweighted Least Squares for Low-Rank Matrix Recovery JMLR 2018
Robust PCA by Manifold Optimization JMLR 2018