| Near-Linear Time and Fixed-Parameter Tractable Algorithms for Tensor Decompositions | Jul 15, 2022 | Dimensionality ReductionTensor Decomposition | —Unverified | 0 |
| Tensor networks in machine learning | Jul 6, 2022 | BIG-bench Machine LearningTensor Decomposition | —Unverified | 0 |
| Group-invariant tensor train networks for supervised learning | Jun 30, 2022 | BIG-bench Machine LearningInductive Bias | —Unverified | 0 |
| PROTOtypical Logic Tensor Networks (PROTO-LTN) for Zero Shot Learning | Jun 26, 2022 | Generalized Zero-Shot LearningRepresentation Learning | CodeCode Available | 0 |
| Position: Tensor Networks are a Valuable Asset for Green AI | May 25, 2022 | PositionTensor Networks | —Unverified | 0 |
| Estimating the randomness of quantum circuit ensembles up to 50 qubits | May 19, 2022 | CPUGPU | —Unverified | 0 |
| Are Quantum Computers Practical Yet? A Case for Feature Selection in Recommender Systems using Tensor Networks | May 9, 2022 | Collaborative FilteringFeature Engineering | CodeCode Available | 0 |
| Tensor-networks for High-order Polynomial Approximation: A Many-body Physics Perspective | Apr 16, 2022 | DescriptiveTensor Networks | —Unverified | 0 |
| Stack operation of tensor networks | Mar 28, 2022 | CPUGPU | CodeCode Available | 0 |
| Exploiting Low-Rank Tensor-Train Deep Neural Networks Based on Riemannian Gradient Descent With Illustrations of Speech Processing | Mar 11, 2022 | Speech EnhancementSpoken Command Recognition | CodeCode Available | 0 |
| How to Train Unstable Looped Tensor Network | Mar 5, 2022 | Tensor DecompositionTensor Networks | —Unverified | 0 |
| Improvements to Gradient Descent Methods for Quantum Tensor Network Machine Learning | Mar 3, 2022 | BIG-bench Machine LearningTensor Networks | —Unverified | 0 |
| Privacy-preserving machine learning with tensor networks | Feb 24, 2022 | BIG-bench Machine LearningPrivacy Preserving | CodeCode Available | 0 |
| Classical versus Quantum: comparing Tensor Network-based Quantum Circuits on LHC data | Feb 21, 2022 | Tensor Networks | CodeCode Available | 0 |
| Fast algorithm for overcomplete order-3 tensor decomposition | Feb 14, 2022 | Tensor DecompositionTensor Networks | —Unverified | 0 |
| Generalization Metrics for Practical Quantum Advantage in Generative Models | Jan 21, 2022 | Tensor Networksvalid | —Unverified | 0 |
| Representing Prior Knowledge Using Randomly, Weighted Feature Networks for Visual Relationship Detection | Nov 20, 2021 | Predicate DetectionRelational Reasoning | CodeCode Available | 0 |
| Investigating Logic Tensor Networks for Neural-Symbolic Argument Mining | Nov 16, 2021 | Argument MiningTensor Networks | —Unverified | 0 |
| Rademacher Random Projections with Tensor Networks | Oct 26, 2021 | Tensor Networks | —Unverified | 0 |
| Tensor Network Kalman Filtering for Large-Scale LS-SVMs | Oct 26, 2021 | regressionTensor Networks | CodeCode Available | 0 |
| lambeq: An Efficient High-Level Python Library for Quantum NLP | Oct 8, 2021 | Tensor NetworksVocal Bursts Intensity Prediction | CodeCode Available | 1 |
| Differentiable Programming of Isometric Tensor Networks | Oct 8, 2021 | Tensor Networks | CodeCode Available | 1 |
| Global sensitivity analysis in probabilistic graphical models | Oct 7, 2021 | ManagementSensitivity | —Unverified | 0 |
| Semi-tensor Product-based TensorDecomposition for Neural Network Compression | Sep 30, 2021 | Low-rank compressionNeural Network Compression | —Unverified | 0 |
| Modeling Variable Space with Residual Tensor Networks for Multivariate Time Series | Sep 29, 2021 | Multivariate Time Series ForecastingTensor Networks | —Unverified | 0 |
