| Network of Tensor Time Series | Feb 15, 2021 | Financial AnalysisTensor Decomposition | CodeCode Available | 1 |
| Symmetric Sparse Boolean Matrix Factorization and Applications | Feb 2, 2021 | Tensor Decomposition | —Unverified | 0 |
| Towards Overfitting Avoidance: Tuning-free Tensor-aided Multi-user Channel Estimation for 3D Massive MIMO Communications | Jan 24, 2021 | Tensor Decomposition | —Unverified | 0 |
| Riemannian Manifold Optimization for Discriminant Subspace Learning | Jan 20, 2021 | General Classificationimage-classification | —Unverified | 0 |
| HyperNTF: A Hypergraph Regularized Nonnegative Tensor Factorization for Dimensionality Reduction | Jan 18, 2021 | ClusteringDimensionality Reduction | —Unverified | 0 |
| Disentangling Observed Causal Effects from Latent Confounders using Method of Moments | Jan 17, 2021 | Causal DiscoveryTensor Decomposition | —Unverified | 0 |
| Block-Term Tensor Decomposition Model Selection and Computation: The Bayesian Way | Jan 8, 2021 | Model SelectionTensor Decomposition | —Unverified | 0 |
| Topology-aware Tensor Decomposition for Meta-graph Learning | Jan 4, 2021 | Graph LearningKnowledge Graphs | —Unverified | 0 |
| Quaternion higher-order singular value decomposition and its applications in color image processing | Jan 2, 2021 | Color Image DenoisingDenoising | —Unverified | 0 |
| Rethinking Compressed Convolution Neural Network from a Statistical Perspective | Jan 1, 2021 | Tensor Decomposition | —Unverified | 0 |
| Alternating linear scheme in a Bayesian framework for low-rank tensor approximation | Dec 21, 2020 | Bayesian InferenceTensor Decomposition | —Unverified | 0 |
| Time-Aware Tensor Decomposition for Missing Entry Prediction | Dec 16, 2020 | PredictionTensor Decomposition | —Unverified | 0 |
| Block majorization-minimization with diminishing radius for constrained nonsmooth nonconvex optimization | Dec 7, 2020 | Tensor Decomposition | CodeCode Available | 0 |
| Several Approximation Algorithms for Sparse Best Rank-1 Approximation to Higher-Order Tensors | Dec 5, 2020 | Tensor Decomposition | —Unverified | 0 |
| Robustly Learning Mixtures of k Arbitrary Gaussians | Dec 3, 2020 | ClusteringTensor Decomposition | —Unverified | 0 |
| High Fidelity Interactive Video Segmentation Using Tensor Decomposition Boundary Loss Convolutional Tessellations and Context Aware Skip Connections | Nov 23, 2020 | Interactive SegmentationSegmentation | —Unverified | 0 |
| Exact nuclear norm, completion and decomposition for random overcomplete tensors via degree-4 SOS | Nov 18, 2020 | Tensor Decomposition | —Unverified | 0 |
| Deep convolutional neural network compression via coupled tensor decomposition | Nov 16, 2020 | Image ReconstructionNeural Network Compression | CodeCode Available | 0 |
| Tucker decomposition-based Temporal Knowledge Graph Completion | Nov 16, 2020 | Knowledge Graph CompletionKnowledge Graphs | CodeCode Available | 0 |
| RecTen: A Recursive Hierarchical Low Rank Tensor Factorization Method to Discover Hierarchical Patterns in Multi-modal Data | Nov 14, 2020 | ClusteringTensor Decomposition | —Unverified | 0 |
| Learning from Non-Binary Constituency Trees via Tensor Decomposition | Nov 2, 2020 | SentenceTensor Decomposition | CodeCode Available | 0 |
| Information-theoretic Feature Selection via Tensor Decomposition and Submodularity | Oct 30, 2020 | Combinatorial Optimizationfeature selection | —Unverified | 0 |
| Fourth-Order Nonlocal Tensor Decomposition Model for Spectral Computed Tomography | Oct 27, 2020 | Computed Tomography (CT)Image Reconstruction | —Unverified | 0 |
| Low-rank on Graphs plus Temporally Smooth Sparse Decomposition for Anomaly Detection in Spatiotemporal Data | Oct 23, 2020 | Anomaly DetectionTensor Decomposition | —Unverified | 0 |
| Beyond Lazy Training for Over-parameterized Tensor Decomposition | Oct 22, 2020 | Tensor Decomposition | —Unverified | 0 |