| Optimal Low-Rank Tensor Recovery from Separable Measurements: Four Contractions Suffice | May 15, 2015 | Matrix CompletionTensor Decomposition | —Unverified | 0 |
| Bayesian Sparse Tucker Models for Dimension Reduction and Tensor Completion | May 10, 2015 | Compressive SensingDimensionality Reduction | CodeCode Available | 0 |
| Deep Learning and Continuous Representations for Natural Language Processing | May 1, 2015 | Deep LearningInformation Retrieval | —Unverified | 0 |
| Decomposing Overcomplete 3rd Order Tensors using Sum-of-Squares Algorithms | Apr 21, 2015 | Tensor Decomposition | —Unverified | 0 |
| Heterogeneous Tensor Decomposition for Clustering via Manifold Optimization | Apr 7, 2015 | ClusteringTensor Decomposition | —Unverified | 0 |
| A Comparative Analysis of Tensor Decomposition Models Using Hyper Spectral Image | Mar 23, 2015 | Tensor Decomposition | —Unverified | 0 |
| Learning Mixed Membership Community Models in Social Tagging Networks through Tensor Methods | Mar 16, 2015 | Community DetectionTAG | —Unverified | 0 |
| Automatic Unsupervised Tensor Mining with Quality Assessment | Mar 11, 2015 | Tensor Decomposition | —Unverified | 0 |
| Escaping From Saddle Points --- Online Stochastic Gradient for Tensor Decomposition | Mar 6, 2015 | Tensor Decomposition | CodeCode Available | 0 |
| Tensor decomposition with generalized lasso penalties | Feb 24, 2015 | regressionTensor Decomposition | —Unverified | 0 |
