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Tensor Networks

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Showing 26–50 of 226 papers

TitleStatusHype
TensorRL-QAS: Reinforcement learning with tensor networks for scalable quantum architecture search—0
Boosting Binomial Exotic Option Pricing with Tensor Networks—0
Explaining Anomalies with Tensor Networks—0
HMAE: Self-Supervised Few-Shot Learning for Quantum Spin Systems—0
Trainable Quantum Neural Network for Multiclass Image Classification with the Power of Pre-trained Tree Tensor Networks—0
Plastic tensor networks for interpretable generative modeling—0
Compositionality Unlocks Deep Interpretable Models—0
SymDQN: Symbolic Knowledge and Reasoning in Neural Network-based Reinforcement Learning—0
Quantum Methods for Managing Ambiguity in Natural Language ProcessingCode0
Combining Local Symmetry Exploitation and Reinforcement Learning for Optimised Probabilistic Inference -- A Work In Progress—0
Tensor-based Model Reduction and Identification for Generalized Memory Polynomial—0
Generative-enhanced optimization for knapsack problems: an industry-relevant study—0
Regularized dynamical parametric approximation of stiff evolution problems—0
Tensor Network Estimation of Distribution Algorithms—0
On Faster Marginalization with Squared Circuits via Orthonormalization—0
Comb Tensor Networks vs. Matrix Product States: Enhanced Efficiency in High-Dimensional SpacesCode0
Ultra-low latency quantum-inspired machine learning predictors implemented on FPGA—0
Anomaly Detection from a Tensor Train Perspective—0
Learning to Classify Quantum Phases of Matter with a Few Measurements—0
Fourier Neural Operators for Learning Dynamics in Quantum Spin Systems—0
AQ-PINNs: Attention-Enhanced Quantum Physics-Informed Neural Networks for Carbon-Efficient Climate Modeling—0
Learning out-of-time-ordered correlators with classical kernel methodsCode0
A Tutorial on the Use of Physics-Informed Neural Networks to Compute the Spectrum of Quantum Systems—0
A Matrix Product State Model for Simultaneous Classification and Generation—0
Quantum consistent neural/tensor networks for photonic circuits with strongly/weakly entangled states—0
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