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Matrix Factorization

383 directly classified papers

Papers per year

Papers

A Spatial Missing Value Imputation Method for Multi-view Urban Statistical Data IJCAI 2020
Tensor denoising and completion based on ordinal observations ICML 2020
Tracking Disaster Footprints with Social Streaming Data AAAI 2020
A Bias Trick for Centered Robust Principal Component Analysis (Student Abstract) AAAI 2020
Online matrix factorization for Markovian data and applications to Network Dictionary Learning JMLR 2020
Fast Adaptively Weighted Matrix Factorization for Recommendation with Implicit Feedback AAAI 2020
Model-free Nonconvex Matrix Completion: Local Minima Analysis and Applications in Memory-efficient Kernel PCA JMLR 2019
Collective Matrix Completion JMLR 2019
Low Permutation-rank Matrices: Structural Properties and Noisy Completion JMLR 2019
Non-Convex Matrix Completion and Related Problems via Strong Duality JMLR 2019
Nonconvex Matrix Factorization from Rank-One Measurements AISTATS 2019
Beyond Alternating Updates for Matrix Factorization with Inertial Bregman Proximal Gradient Algorithms NIPS 2019
Towards a Zero-One Law for Column Subset Selection NIPS 2019
Smooth neighborhood recommender systems JMLR 2019
Towards Practical Alternating Least-Squares for CCA NIPS 2019
Online Convex Matrix Factorization with Representative Regions NIPS 2019
Determining the Number of Latent Factors in Statistical Multi-Relational Learning JMLR 2019
Relative Error Bound Analysis for Nuclear Norm Regularized Matrix Completion JMLR 2019
Regularized Weighted Low Rank Approximation NIPS 2019
Cross-Domain Recommendation via Coupled Factorization Machines AAAI 2019
Multi-View Multi-Instance Multi-Label Learning Based on Collaborative Matrix Factorization AAAI 2019
Learning-Based Low-Rank Approximations NIPS 2019
Distributed Low-rank Matrix Factorization With Exact Consensus NIPS 2019
Efficient Multitask Feature and Relationship Learning UAI 2019
Knowledge Tracing Machines: Factorization Machines for Knowledge Tracing AAAI 2019