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Matrix Factorization

383 directly classified papers

Papers per year

Papers

The Decoupled Extended Kalman Filter for Dynamic Exponential-Family Factorization Models JMLR 2021
Estimating $α$-Rank from A Few Entries with Low Rank Matrix Completion ICML 2021
Streaming Bayesian Deep Tensor Factorization ICML 2021
Diversified Bayesian Nonnegative Matrix Factorization AAAI 2020
Scalable Probabilistic Matrix Factorization with Graph-Based Priors AAAI 2020
Fast Adaptively Weighted Matrix Factorization for Recommendation with Implicit Feedback AAAI 2020
Fast and Efficient Boolean Matrix Factorization by Geometric Segmentation AAAI 2020
Beyond Unfolding: Exact Recovery of Latent Convex Tensor Decomposition Under Reshuffling AAAI 2020
A Bias Trick for Centered Robust Principal Component Analysis (Student Abstract) AAAI 2020
Provable Online CP/PARAFAC Decomposition of a Structured Tensor via Dictionary Learning NIPS 2020
Who Likes What? — SplitLBI in Exploring Preferential Diversity of Ratings AAAI 2020
Tensor Completion Made Practical NIPS 2020
Revisiting Bilinear Pooling: A Coding Perspective AAAI 2020
Estimating Rank-One Spikes from Heavy-Tailed Noise via Self-Avoiding Walks NIPS 2020
Stochastically Robust Personalized Ranking for LSH Recommendation Retrieval AAAI 2020
Tracking Disaster Footprints with Social Streaming Data AAAI 2020
Dual T: Reducing Estimation Error for Transition Matrix in Label-noise Learning NIPS 2020
Tensor denoising and completion based on ordinal observations ICML 2020
Median Matrix Completion: from Embarrassment to Optimality ICML 2020
Partial Trace Regression and Low-Rank Kraus Decomposition ICML 2020
CluHTM - Semantic Hierarchical Topic Modeling based on CluWords ACL 2020
Non-Rigid Structure from Motion: Prior-Free Factorization Method Revisited WACV 2020
Gradient Descent for Sparse Rank-One Matrix Completion for Crowd-Sourced Aggregation of Sparsely Interacting Workers JMLR 2020
Fast Exact Matrix Completion: A Unified Optimization Framework for Matrix Completion JMLR 2020
NMF Ensembles? Not for Text Summarization! EMNLP 2020