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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

Crowdsourcing via Pairwise Co-occurrences: Identifiability and Algorithms NIPS 2019
Towards Practical Alternating Least-Squares for CCA NIPS 2019
Distributed Low-rank Matrix Factorization With Exact Consensus NIPS 2019
Total Least Squares Regression in Input Sparsity Time NIPS 2019
Spatial Aggregation Facilitates Discovery of Spatial Topics ACL 2019
Understanding Undesirable Word Embedding Associations ACL 2019
Online High Rank Matrix Completion CVPR 2019
TuckER: Tensor Factorization for Knowledge Graph Completion EMNLP 2019
Improving One-Class Collaborative Filtering via Ranking-Based Implicit Regularizer AAAI 2019
ShrinkML: End-to-End ASR Model Compression Using Reinforcement Learning INTERSPEECH 2019
Non-Convex Matrix Completion and Related Problems via Strong Duality JMLR 2019
Computational Mirrors: Blind Inverse Light Transport by Deep Matrix Factorization NIPS 2019
Efficient Symmetric Norm Regression via Linear Sketching NIPS 2019
Recommendation from Raw Data with Adaptive Compound Poisson Factorization UAI 2019
Multilingual Factor Analysis ACL 2019
Discrete Social Recommendation AAAI 2019
Robust Ordinal Embedding from Contaminated Relative Comparisons AAAI 2019
Label Embedding with Partial Heterogeneous Contexts AAAI 2019
Spatiality Preservable Factored Poisson Regression for Large-Scale Fine-Grained GPS-Based Population Analysis AAAI 2019
A Fuzzy Set Based Approach for Rating Bias AAAI 2019
Beyond Alternating Updates for Matrix Factorization with Inertial Bregman Proximal Gradient Algorithms NIPS 2019
Breaking the Softmax Bottleneck via Learnable Monotonic Pointwise Non-linearities ICML 2019
Noise2Self: Blind Denoising by Self-Supervision ICML 2019
Cross-Domain Recommendation via Coupled Factorization Machines AAAI 2019
Online Factorization and Partition of Complex Networks by Random Walk UAI 2019