| Learning Generative Models for Active Inference using Tensor Networks | Aug 18, 2022 | Tensor Networks | —Unverified | 0 | 0 |
| Learning high-dimensional probability distributions using tree tensor networks | Dec 17, 2019 | Model SelectionTensor Networks | —Unverified | 0 | 0 |
| Topic Tensor Network for Implicit Discourse Relation Recognition in Chinese | Jul 1, 2019 | RelationSentence | —Unverified | 0 | 0 |
| Learning Relevant Features of Data with Multi-scale Tensor Networks | Dec 31, 2017 | General ClassificationTensor Networks | —Unverified | 0 | 0 |
| Learning parameter dependence for Fourier-based option pricing with tensor trains | Apr 17, 2024 | Tensor Networks | —Unverified | 0 | 0 |
| Learning to Classify Quantum Phases of Matter with a Few Measurements | Sep 8, 2024 | Generalization BoundsTensor Networks | —Unverified | 0 | 0 |
| Position: Tensor Networks are a Valuable Asset for Green AI | May 25, 2022 | PositionTensor Networks | —Unverified | 0 | 0 |
| Learning with tree tensor networks: complexity estimates and model selection | Jul 2, 2020 | Model SelectionQuantization | —Unverified | 0 | 0 |
| Linear to multi-linear algebra and systems using tensors | Apr 20, 2023 | tensor algebraTensor Networks | —Unverified | 0 | 0 |
| Towards Quantum Machine Learning with Tensor Networks | Mar 30, 2018 | BIG-bench Machine LearningHandwriting Recognition | —Unverified | 0 | 0 |
| AQ-PINNs: Attention-Enhanced Quantum Physics-Informed Neural Networks for Carbon-Efficient Climate Modeling | Sep 3, 2024 | Tensor Networks | —Unverified | 0 | 0 |
| Approximation Theory of Tree Tensor Networks: Tensorized Multivariate Functions | Jan 28, 2021 | Tensor Networks | —Unverified | 0 | 0 |
| Tensor network language model | Oct 27, 2017 | BIG-bench Machine LearningLanguage Modeling | —Unverified | 0 | 0 |
| Trainable Quantum Neural Network for Multiclass Image Classification with the Power of Pre-trained Tree Tensor Networks | Apr 21, 2025 | Classificationimage-classification | —Unverified | 0 | 0 |
| Near-Linear Time and Fixed-Parameter Tractable Algorithms for Tensor Decompositions | Jul 15, 2022 | Dimensionality ReductionTensor Decomposition | —Unverified | 0 | 0 |
| Approximation Theory of Tree Tensor Networks: Tensorized Univariate Functions -- Part II | Jun 30, 2020 | Tensor Networks | —Unverified | 0 | 0 |
| Tensor networks and efficient descriptions of classical data | Mar 11, 2021 | Tensor Networks | —Unverified | 0 | 0 |
| Machine Learning by Two-Dimensional Hierarchical Tensor Networks: A Quantum Information Theoretic Perspective on Deep Architectures | Jan 1, 2018 | BIG-bench Machine LearningTensor Networks | —Unverified | 0 | 0 |
| Machine Learning Phase Transitions with a Quantum Processor | Jun 24, 2019 | BIG-bench Machine LearningQuantum Machine Learning | —Unverified | 0 | 0 |
| Machine learning with tree tensor networks, CP rank constraints, and tensor dropout | May 30, 2023 | image-classificationImage Classification | —Unverified | 0 | 0 |
| Many-body Approximation for Non-negative Tensors | Sep 30, 2022 | global-optimizationTensor Networks | —Unverified | 0 | 0 |
| Modeling Variable Space with Residual Tensor Networks for Multivariate Time Series | Sep 29, 2021 | Multivariate Time Series ForecastingTensor Networks | —Unverified | 0 | 0 |
| Approximation Theory of Tree Tensor Networks: Tensorized Univariate Functions -- Part I | Jun 30, 2020 | Tensor Networks | —Unverified | 0 | 0 |
| Tensor-Networks-based Learning of Probabilistic Cellular Automata Dynamics | Apr 17, 2024 | Tensor Networks | —Unverified | 0 | 0 |
| Neural Cross-Lingual Entity Linking | Dec 5, 2017 | Cross-Lingual Entity LinkingEntity Disambiguation | —Unverified | 0 | 0 |
| Neural-Network Quantum States, String-Bond States, and Chiral Topological States | Oct 11, 2017 | Tensor Networks | —Unverified | 0 | 0 |
| Neural tensor contractions and the expressive power of deep neural quantum states | Mar 18, 2021 | Tensor Networks | —Unverified | 0 | 0 |
| Neural Tensor Networks with Diagonal Slice Matrices | Jun 1, 2018 | Knowledge Graph CompletionLogical Reasoning | —Unverified | 0 | 0 |
| Non-parametric Semi-Supervised Learning in Many-body Hilbert Space with Rescaled Logarithmic Fidelity | Jul 1, 2021 | Active LearningBIG-bench Machine Learning | —Unverified | 0 | 0 |
| Number-State Preserving Tensor Networks as Classifiers for Supervised Learning | May 15, 2019 | Tensor Networks | —Unverified | 0 | 0 |
| On Faster Marginalization with Squared Circuits via Orthonormalization | Dec 10, 2024 | Tensor Networks | —Unverified | 0 | 0 |
| Tree Tensor Networks for Generative Modeling | Jan 8, 2019 | BIG-bench Machine LearningGPU | —Unverified | 0 | 0 |
| Patch-based Medical Image Segmentation using Matrix Product State Tensor Networks | Sep 15, 2021 | Image SegmentationMedical Image Segmentation | —Unverified | 0 | 0 |
| Tensor Networks for Explainable Machine Learning in Cybersecurity | Dec 29, 2023 | ClusteringTensor Networks | —Unverified | 0 | 0 |
| Plastic tensor networks for interpretable generative modeling | Apr 9, 2025 | Tensor Networks | —Unverified | 0 | 0 |
| Tensor-networks for High-order Polynomial Approximation: A Many-body Physics Perspective | Apr 16, 2022 | DescriptiveTensor Networks | —Unverified | 0 | 0 |
| Probabilistic Graphical Models and Tensor Networks: A Hybrid Framework | Jun 29, 2021 | Tensor Networks | —Unverified | 0 | 0 |
| Probabilistic Inference in the Era of Tensor Networks and Differential Programming | May 22, 2024 | Tensor Networks | —Unverified | 0 | 0 |
| Projecting basis functions with tensor networks for Gaussian process regression | Oct 31, 2023 | Bayesian Inferenceregression | —Unverified | 0 | 0 |
| Protecting Big Data Privacy Using Randomized Tensor Network Decomposition and Dispersed Tensor Computation | Jan 4, 2021 | Dimensionality ReductionManagement | —Unverified | 0 | 0 |
| Tensor networks for interpretable and efficient quantum-inspired machine learning | Nov 19, 2023 | Tensor Networks | —Unverified | 0 | 0 |
| Anomaly Detection from a Tensor Train Perspective | Sep 23, 2024 | Anomaly DetectionData Compression | —Unverified | 0 | 0 |
| Quantum computing and the brain: quantum nets, dessins d'enfants and neural networks | Dec 18, 2018 | Tensor Networks | —Unverified | 0 | 0 |
| Quantum consistent neural/tensor networks for photonic circuits with strongly/weakly entangled states | Jun 3, 2024 | parameter estimationTensor Networks | —Unverified | 0 | 0 |
| An end-to-end trainable hybrid classical-quantum classifier | Feb 4, 2021 | Tensor Networks | —Unverified | 0 | 0 |
| Quantum-inspired Machine Learning on high-energy physics data | Apr 28, 2020 | BIG-bench Machine LearningClassification | —Unverified | 0 | 0 |
| Quantum-inspired Techniques in Tensor Networks for Industrial Contexts | Apr 17, 2024 | Tensor Networks | —Unverified | 0 | 0 |
| Quantum Machine Learning Tensor Network States | Apr 6, 2018 | BIG-bench Machine LearningQuantum Machine Learning | —Unverified | 0 | 0 |
| Tensor Networks for Multi-Modal Non-Euclidean Data | Mar 27, 2021 | Tensor Networks | —Unverified | 0 | 0 |
| Quantum Phase Recognition using Quantum Tensor Networks | Dec 12, 2022 | image-classificationImage Classification | —Unverified | 0 | 0 |