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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

CluHTM - Semantic Hierarchical Topic Modeling based on CluWords ACL 2020
Learning Data-adaptive Non-parametric Kernels JMLR 2020
Matrix Inference and Estimation in Multi-Layer Models NIPS 2020
A novel variational form of the Schatten-$p$ quasi-norm NIPS 2020
Tensor denoising and completion based on ordinal observations ICML 2020
Rethinking Topic Modelling: From Document-Space to Term-Space EMNLP 2020
Who Likes What? — SplitLBI in Exploring Preferential Diversity of Ratings AAAI 2020
Revisiting Bilinear Pooling: A Coding Perspective AAAI 2020
Provable Convex Co-clustering of Tensors JMLR 2020
Non-Rigid Structure from Motion: Prior-Free Factorization Method Revisited WACV 2020
Gromov-Wasserstein Factorization Models for Graph Clustering AAAI 2020
Self-similar Epochs: Value in arrangement ICML 2019
ATP: Directed Graph Embedding with Asymmetric Transitivity Preservation AAAI 2019
MulCode: A Multiplicative Multi-way Model for Compressing Neural Language Model EMNLP 2019
Breaking the Softmax Bottleneck via Learnable Monotonic Pointwise Non-linearities ICML 2019
Bayesian Deep Collaborative Matrix Factorization AAAI 2019
Smooth neighborhood recommender systems JMLR 2019
Multi-View Multiple Clustering IJCAI 2019
Low-Bit Quantization for Attributed Network Representation Learning IJCAI 2019
Deep Correlated Predictive Subspace Learning for Incomplete Multi-View Semi-Supervised Classification IJCAI 2019
Multiplicative Sparse Feature Decomposition for Efficient Multi-View Multi-Task Learning IJCAI 2019
Coresets for Archetypal Analysis NIPS 2019
TensorLy: Tensor Learning in Python JMLR 2019
Redundancy Techniques for Straggler Mitigation in Distributed Optimization and Learning JMLR 2019
Approximate Guarantees for Dictionary Learning COLT 2019