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matrix factorization

529 papers

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Also known as

BMF LMF NMF SVD MF MRMF

Co-occurring keywords

collaborative filtering (298) recommender system (529) low-rank approximation (322) matrix completion (356) dimensionality reduction (720) gradient descent (1143) model compression (3283) bayesian inference (1904) representation learning (6174) singular value decomposition (216)

Papers

Efficient Multitask Feature and Relationship Learning UAI 2019
Beyond Alternating Updates for Matrix Factorization with Inertial Bregman Proximal Gradient Algorithms NIPS 2019
Multiplicative Sparse Feature Decomposition for Efficient Multi-View Multi-Task Learning IJCAI 2019
Breaking the Softmax Bottleneck via Learnable Monotonic Pointwise Non-linearities ICML 2019
Approximating Orthogonal Matrices with Effective Givens Factorization ICML 2019
Robust Ordinal Embedding from Contaminated Relative Comparisons AAAI 2019
A Non-commutative Bilinear Model for Answering Path Queries in Knowledge Graphs EMNLP 2019
Online Convex Matrix Factorization with Representative Regions NIPS 2019
Non-Convex Matrix Completion and Related Problems via Strong Duality JMLR 2019
Online High Rank Matrix Completion CVPR 2019
Multi-View Anomaly Detection: Neighborhood in Locality Matters AAAI 2019
Noise2Self: Blind Denoising by Self-Supervision ICML 2019
Multi-View Multi-Instance Multi-Label Learning Based on Collaborative Matrix Factorization AAAI 2019
Practical Correlated Topic Modeling and Analysis via the Rectified Anchor Word Algorithm EMNLP 2019
Cross-Domain Recommendation via Coupled Factorization Machines AAAI 2019
Label Embedding with Partial Heterogeneous Contexts AAAI 2019
Context-Tree Recommendation vs Matrix-Factorization: Algorithm Selection and Live Users Evaluation AAAI 2019
Nonconvex Matrix Factorization from Rank-One Measurements AISTATS 2019
HERS: Modeling Influential Contexts with Heterogeneous Relations for Sparse and Cold-Start Recommendation AAAI 2019
Crowdsourcing via Pairwise Co-occurrences: Identifiability and Algorithms NIPS 2019
A Fast Sampling Algorithm for Maximum Inner Product Search AISTATS 2019
Towards Practical Alternating Least-Squares for CCA NIPS 2019
Distributed Low-rank Matrix Factorization With Exact Consensus NIPS 2019
A Probabilistic Derivation of LASSO and L12-Norm Feature Selections AAAI 2019
One-Pass Incomplete Multi-View Clustering AAAI 2019