Matrix Factorization

Non-Rigid Structure from Motion: Prior-Free Factorization Method Revisited WACV 2020 Online matrix factorization for Markovian data and applications to Network Dictionary Learning JMLR 2020 Partial Trace Regression and Low-Rank Kraus Decomposition ICML 2020 Population Location and Movement Estimation through Cross-domain Data Analysis IJCAI 2020 Provable Online CP/PARAFAC Decomposition of a Structured Tensor via Dictionary Learning NeurIPS 2020 Recent Developments in Boolean Matrix Factorization IJCAI 2020 Revisiting Bilinear Pooling: A Coding Perspective AAAI 2020 Scalable Probabilistic Matrix Factorization with Graph-Based Priors AAAI 2020 Stochastically Robust Personalized Ranking for LSH Recommendation Retrieval AAAI 2020 Structured Multi-Hashing for Model Compression CVPR 2020 Tensor Completion Made Practical NeurIPS 2020 Tensor denoising and completion based on ordinal observations ICML 2020 Tracking Disaster Footprints with Social Streaming Data AAAI 2020 Who Likes What? — SplitLBI in Exploring Preferential Diversity of Ratings AAAI 2020 A Fuzzy Set Based Approach for Rating Bias AAAI 2019 A Nonconvex Projection Method for Robust PCA AAAI 2019 Bayesian Deep Collaborative Matrix Factorization AAAI 2019 Beyond Alternating Updates for Matrix Factorization with Inertial Bregman Proximal Gradient Algorithms NeurIPS 2019 Collective Matrix Completion JMLR 2019 Cross-Domain Recommendation via Coupled Factorization Machines AAAI 2019 Determining the Number of Latent Factors in Statistical Multi-Relational Learning JMLR 2019 Discrete Social Recommendation AAAI 2019 Distributed Low-rank Matrix Factorization With Exact Consensus NeurIPS 2019 Efficient Multitask Feature and Relationship Learning UAI 2019 Improving One-Class Collaborative Filtering via Ranking-Based Implicit Regularizer AAAI 2019