| SamBaTen: Sampling-based Batch Incremental Tensor Decomposition | Sep 3, 2017 | Tensor Decompositionvalid | —Unverified | 0 |
| Clustering Patients with Tensor Decomposition | Aug 29, 2017 | ClusteringTensor Decomposition | —Unverified | 0 |
| Tensor Decomposition via Simultaneous Power Iteration | Aug 1, 2017 | Tensor Decomposition | —Unverified | 0 |
| Tensor Decomposition with Smoothness | Aug 1, 2017 | Tensor Decomposition | —Unverified | 0 |
| Hyperspectral Image Restoration via Total Variation Regularized Low-rank Tensor Decomposition | Jul 8, 2017 | Image RestorationTensor Decomposition | —Unverified | 0 |
| Learning the Multilinear Structure of Visual Data | Jul 1, 2017 | Tensor Decomposition | —Unverified | 0 |
| Simultaneous Visual Data Completion and Denoising Based on Tensor Rank and Total Variation Minimization and Its Primal-Dual Splitting Algorithm | Jul 1, 2017 | DenoisingRetrieval | —Unverified | 0 |
| Tensor-based approach to accelerate deformable part models | Jun 29, 2017 | Tensor Decomposition | —Unverified | 0 |
| Fast and robust tensor decomposition with applications to dictionary learning | Jun 27, 2017 | Dictionary LearningTensor Decomposition | —Unverified | 0 |
| The Matrix Hilbert Space and Its Application to Matrix Learning | Jun 25, 2017 | Tensor Decomposition | —Unverified | 0 |
| On the Optimization Landscape of Tensor Decompositions | Jun 18, 2017 | Tensor Decomposition | —Unverified | 0 |
| Predictive State Recurrent Neural Networks | May 25, 2017 | Tensor Decomposition | —Unverified | 0 |
| Dictionary-based Tensor Canonical Polyadic Decomposition | Apr 3, 2017 | Tensor Decomposition | —Unverified | 0 |
| Orthogonalized ALS: A Theoretically Principled Tensor Decomposition Algorithm for Practical Use | Mar 6, 2017 | Tensor DecompositionWord Embeddings | —Unverified | 0 |
| Strongly-Typed Agents are Guaranteed to Interact Safely | Feb 24, 2017 | blind source separationCommon Sense Reasoning | —Unverified | 0 |
| Non-negative Tensor Factorization for Human Behavioral Pattern Mining in Online Games | Feb 19, 2017 | Tensor Decomposition | —Unverified | 0 |
| Provable learning of Noisy-or Networks | Dec 28, 2016 | Tensor DecompositionTopic Models | —Unverified | 0 |
| Tensor Decompositions via Two-Mode Higher-Order SVD (HOSVD) | Dec 12, 2016 | Tensor DecompositionVocal Bursts Valence Prediction | —Unverified | 0 |
| Sublinear Time Orthogonal Tensor Decomposition | Dec 1, 2016 | Tensor Decomposition | CodeCode Available | 0 |
| Reweighted Low-Rank Tensor Decomposition based on t-SVD and its Applications in Video Denoising | Nov 18, 2016 | DenoisingTensor Decomposition | —Unverified | 0 |
| The Power of Normalization: Faster Evasion of Saddle Points | Nov 15, 2016 | Tensor Decomposition | —Unverified | 0 |
| Tensor Decomposition via Variational Auto-Encoder | Nov 3, 2016 | Missing ValuesTensor Decomposition | —Unverified | 0 |
| Learning to Represent Review with Tensor Decomposition for Spam Detection | Nov 1, 2016 | Opinion MiningSpam detection | —Unverified | 0 |
| Tensor Decompositions for Identifying Directed Graph Topologies and Tracking Dynamic Networks | Oct 26, 2016 | Tensor Decomposition | —Unverified | 0 |
| Polynomial-time Tensor Decompositions with Sum-of-Squares | Oct 6, 2016 | Tensor Decomposition | —Unverified | 0 |