| Sparse and Low-rank Tensor Estimation via Cubic Sketchings | Jan 29, 2018 | regressionTensor Decomposition | —Unverified | 0 |
| Sparse Nonnegative CANDECOMP/PARAFAC Decomposition in Block Coordinate Descent Framework: A Comparison Study | Dec 27, 2018 | Tensor Decomposition | —Unverified | 0 |
| Noisy Nonnegative Tucker Decomposition with Sparse Factors and Missing Data | Aug 17, 2022 | Tensor Decomposition | —Unverified | 0 |
| Efficient Relation-aware Neighborhood Aggregation in Graph Neural Networks via Tensor Decomposition | Dec 11, 2022 | Contrastive LearningGeneral Knowledge | CodeCode Available | 0 |
| Knowledge Graph Fact Prediction via Knowledge-Enriched Tensor Factorization | Feb 8, 2019 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 0 |
| Einconv: Exploring Unexplored Tensor Network Decompositions for Convolutional Neural Networks | Aug 13, 2019 | Model CompressionNeural Architecture Search | CodeCode Available | 0 |
| Tensor Completion for Weakly-dependent Data on Graph for Metro Passenger Flow Prediction | Dec 11, 2019 | Tensor Decomposition | CodeCode Available | 0 |
| A Generalized Language Model in Tensor Space | Jan 31, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Conditional Hierarchical Bayesian Tucker Decomposition for Genetic Data Analysis | Nov 27, 2019 | Tensor Decomposition | CodeCode Available | 0 |
| Empirical Evaluation of Four Tensor Decomposition Algorithms | Nov 13, 2007 | Collaborative FilteringInformation Retrieval | CodeCode Available | 0 |
| Tensor Ring Decomposition | Jun 17, 2016 | Tensor DecompositionTensor Networks | CodeCode Available | 0 |
| Tensor Decomposition Based Attention Module for Spiking Neural Networks | Oct 23, 2023 | Tensor Decomposition | CodeCode Available | 0 |
| Efficient Nonparametric Tensor Decomposition for Binary and Count Data | Jan 15, 2024 | Tensor DecompositionVariational Inference | CodeCode Available | 0 |
| Efficient Multidimensional Functional Data Analysis Using Marginal Product Basis Systems | Jul 30, 2021 | Dimensionality ReductionTensor Decomposition | CodeCode Available | 0 |
| Sublinear Time Orthogonal Tensor Decomposition | Dec 1, 2016 | Tensor Decomposition | CodeCode Available | 0 |
| D-Tracker: Modeling Interest Diffusion in Social Activity Tensor Data Streams | May 1, 2025 | Tensor Decomposition | CodeCode Available | 0 |
| Subquadratic Kronecker Regression with Applications to Tensor Decomposition | Sep 11, 2022 | regressionTensor Decomposition | CodeCode Available | 0 |
| Learning a Wavelet-like Auto-Encoder to Accelerate Deep Neural Networks | Dec 20, 2017 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Escaping From Saddle Points --- Online Stochastic Gradient for Tensor Decomposition | Mar 6, 2015 | Tensor Decomposition | CodeCode Available | 0 |
| Nonnegative Tucker Decomposition with Beta-divergence for Music Structure Analysis of Audio Signals | Oct 27, 2021 | Information RetrievalMusic Information Retrieval | CodeCode Available | 0 |
| Learning Binary Latent Variable Models: A Tensor Eigenpair Approach | Feb 27, 2018 | Tensor Decomposition | CodeCode Available | 0 |
| Nonparametric Factor Trajectory Learning for Dynamic Tensor Decomposition | Jul 6, 2022 | Tensor Decomposition | CodeCode Available | 0 |
| SWoTTeD: An Extension of Tensor Decomposition to Temporal Phenotyping | Oct 2, 2023 | Tensor Decomposition | CodeCode Available | 0 |
| Learning from Binary Multiway Data: Probabilistic Tensor Decomposition and its Statistical Optimality | Nov 13, 2018 | ClusteringTensor Decomposition | CodeCode Available | 0 |
| Learning from Non-Binary Constituency Trees via Tensor Decomposition | Nov 2, 2020 | SentenceTensor Decomposition | CodeCode Available | 0 |
