| NuPS: A Parameter Server for Machine Learning with Non-Uniform Parameter Access | Apr 1, 2021 | BIG-bench Machine LearningKnowledge Graph Embeddings | CodeCode Available | 1 | 5 |
| Contrastive Deep Nonnegative Matrix Factorization for Community Detection | Nov 4, 2023 | Community DetectionContrastive Learning | CodeCode Available | 1 | 5 |
| Accurate and fast matrix factorization for low-rank learning | Apr 21, 2021 | Matrix Factorization / DecompositionRiemannian optimization | CodeCode Available | 0 | 5 |
| Eigenvalue and Generalized Eigenvalue Problems: Tutorial | Mar 25, 2019 | BIG-bench Machine LearningMatrix Factorization / Decomposition | CodeCode Available | 0 | 5 |
| Fast Rank-1 NMF for Missing Data with KL Divergence | Oct 25, 2021 | Matrix Factorization / DecompositionMissing Values | CodeCode Available | 0 | 5 |
| Instance Ranking and Numerosity Reduction Using Matrix Decomposition and Subspace Learning | Apr 24, 2019 | ClusteringDimensionality Reduction | CodeCode Available | 0 | 5 |
| Joint Matrix Decomposition for Deep Convolutional Neural Networks Compression | Jul 9, 2021 | Efficient Neural NetworkMatrix Factorization / Decomposition | CodeCode Available | 0 | 5 |
| Joint Matrix-Tensor Factorization for Knowledge Base Inference | Jun 2, 2017 | Knowledge Base CompletionKnowledge Base Population | CodeCode Available | 0 | 5 |
| Fast Rank Reduction for Non-negative Matrices via Mean Field Theory | Jun 9, 2020 | Matrix Factorization / Decomposition | CodeCode Available | 0 | 5 |
| Text Mining using Nonnegative Matrix Factorization and Latent Semantic Analysis | Nov 12, 2019 | ClusteringMatrix Factorization / Decomposition | —Unverified | 0 | 0 |
| Efficient MCMC Sampling for Bayesian Matrix Factorization by Breaking Posterior Symmetries | Jun 8, 2020 | Matrix CompletionMatrix Factorization / Decomposition | —Unverified | 0 | 0 |
| Efficient Low-Rank Matrix Factorization based on l1,ε-norm for Online Background Subtraction | Nov 19, 2021 | Low-Rank Matrix CompletionMatrix Completion | —Unverified | 0 | 0 |
| Low-rank Convex/Sparse Thermal Matrix Approximation for Infrared-based Diagnostic System | Oct 14, 2020 | Breast Cancer DetectionClustering | —Unverified | 0 | 0 |
| FedHM: Efficient Federated Learning for Heterogeneous Models via Low-rank Factorization | Nov 29, 2021 | Distributed ComputingFederated Learning | —Unverified | 0 | 0 |
| Identification of refugee influx patterns in Greece via model-theoretic analysis of daily arrivals | May 9, 2016 | Dictionary LearningMatrix Factorization / Decomposition | —Unverified | 0 | 0 |
| Optimum Codesign for Image Denoising Between Type-2 Fuzzy Identifier and Matrix Completion Denoiser | Oct 13, 2020 | DenoisingImage Denoising | —Unverified | 0 | 0 |
