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Tensor Networks

Papers

Showing 101150 of 226 papers

TitleStatusHype
Learning Generative Models for Active Inference using Tensor Networks0
Learning high-dimensional probability distributions using tree tensor networks0
Topic Tensor Network for Implicit Discourse Relation Recognition in Chinese0
Learning Relevant Features of Data with Multi-scale Tensor Networks0
Learning parameter dependence for Fourier-based option pricing with tensor trains0
Learning to Classify Quantum Phases of Matter with a Few Measurements0
Position: Tensor Networks are a Valuable Asset for Green AI0
Learning with tree tensor networks: complexity estimates and model selection0
Linear to multi-linear algebra and systems using tensors0
Towards Quantum Machine Learning with Tensor Networks0
AQ-PINNs: Attention-Enhanced Quantum Physics-Informed Neural Networks for Carbon-Efficient Climate Modeling0
Approximation Theory of Tree Tensor Networks: Tensorized Multivariate Functions0
Tensor network language model0
Trainable Quantum Neural Network for Multiclass Image Classification with the Power of Pre-trained Tree Tensor Networks0
Near-Linear Time and Fixed-Parameter Tractable Algorithms for Tensor Decompositions0
Approximation Theory of Tree Tensor Networks: Tensorized Univariate Functions -- Part II0
Tensor networks and efficient descriptions of classical data0
Machine Learning by Two-Dimensional Hierarchical Tensor Networks: A Quantum Information Theoretic Perspective on Deep Architectures0
Machine Learning Phase Transitions with a Quantum Processor0
Machine learning with tree tensor networks, CP rank constraints, and tensor dropout0
Many-body Approximation for Non-negative Tensors0
Modeling Variable Space with Residual Tensor Networks for Multivariate Time Series0
Approximation Theory of Tree Tensor Networks: Tensorized Univariate Functions -- Part I0
Tensor-Networks-based Learning of Probabilistic Cellular Automata Dynamics0
Neural Cross-Lingual Entity Linking0
Neural-Network Quantum States, String-Bond States, and Chiral Topological States0
Neural tensor contractions and the expressive power of deep neural quantum states0
Neural Tensor Networks with Diagonal Slice Matrices0
Non-parametric Semi-Supervised Learning in Many-body Hilbert Space with Rescaled Logarithmic Fidelity0
Number-State Preserving Tensor Networks as Classifiers for Supervised Learning0
On Faster Marginalization with Squared Circuits via Orthonormalization0
Tree Tensor Networks for Generative Modeling0
Patch-based Medical Image Segmentation using Matrix Product State Tensor Networks0
Tensor Networks for Explainable Machine Learning in Cybersecurity0
Plastic tensor networks for interpretable generative modeling0
Tensor-networks for High-order Polynomial Approximation: A Many-body Physics Perspective0
Probabilistic Graphical Models and Tensor Networks: A Hybrid Framework0
Probabilistic Inference in the Era of Tensor Networks and Differential Programming0
Projecting basis functions with tensor networks for Gaussian process regression0
Protecting Big Data Privacy Using Randomized Tensor Network Decomposition and Dispersed Tensor Computation0
Tensor networks for interpretable and efficient quantum-inspired machine learning0
Anomaly Detection from a Tensor Train Perspective0
Quantum computing and the brain: quantum nets, dessins d'enfants and neural networks0
Quantum consistent neural/tensor networks for photonic circuits with strongly/weakly entangled states0
An end-to-end trainable hybrid classical-quantum classifier0
Quantum-inspired Machine Learning on high-energy physics data0
Quantum-inspired Techniques in Tensor Networks for Industrial Contexts0
Quantum Machine Learning Tensor Network States0
Tensor Networks for Multi-Modal Non-Euclidean Data0
Quantum Phase Recognition using Quantum Tensor Networks0
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