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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

Input-Sparsity Low Rank Approximation in Schatten Norm ICML 2020
Rethinking Topic Modelling: From Document-Space to Term-Space EMNLP 2020
Contextualized Point-of-Interest Recommendation IJCAI 2020
Tracking Disaster Footprints with Social Streaming Data AAAI 2020
Revisiting Bilinear Pooling: A Coding Perspective AAAI 2020
Gromov-Wasserstein Factorization Models for Graph Clustering AAAI 2020
Provable Convex Co-clustering of Tensors JMLR 2020
Structured Multi-Hashing for Model Compression CVPR 2020
Learning Data-adaptive Non-parametric Kernels JMLR 2020
Layerwise Sparse Coding for Pruned Deep Neural Networks with Extreme Compression Ratio AAAI 2020
Stochastically Robust Personalized Ranking for LSH Recommendation Retrieval AAAI 2020
SetRank: A Setwise Bayesian Approach for Collaborative Ranking from Implicit Feedback AAAI 2020
Fast Adaptively Weighted Matrix Factorization for Recommendation with Implicit Feedback AAAI 2020
An Implicit Form of Krasulina's k-PCA Update without the Orthonormality Constraint AAAI 2020
Error Estimation for Sketched SVD via the Bootstrap ICML 2020
Eliminating the Invariance on the Loss Landscape of Linear Autoencoders ICML 2020
Minimax Rank-$1$ Matrix Factorization AISTATS 2020
Who Likes What? — SplitLBI in Exploring Preferential Diversity of Ratings AAAI 2020
A novel variational form of the Schatten-$p$ quasi-norm NIPS 2020
LadaBERT: Lightweight Adaptation of BERT through Hybrid Model Compression COLING 2020
Accelerated Factored Gradient Descent for Low-Rank Matrix Factorization AISTATS 2020
Adaptive Two-Dimensional Embedded Image Clustering AAAI 2020
Scalable Probabilistic Matrix Factorization with Graph-Based Priors AAAI 2020
Tensor denoising and completion based on ordinal observations ICML 2020
Topic Balancing with Additive Regularization of Topic Models ACL 2020