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Tensor Networks

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Showing 101–150 of 226 papers

TitleStatusHype
Near-Linear Time and Fixed-Parameter Tractable Algorithms for Tensor Decompositions—0
Tensor networks in machine learning—0
Group-invariant tensor train networks for supervised learning—0
PROTOtypical Logic Tensor Networks (PROTO-LTN) for Zero Shot LearningCode0
Position: Tensor Networks are a Valuable Asset for Green AI—0
Estimating the randomness of quantum circuit ensembles up to 50 qubits—0
Are Quantum Computers Practical Yet? A Case for Feature Selection in Recommender Systems using Tensor NetworksCode0
Tensor-networks for High-order Polynomial Approximation: A Many-body Physics Perspective—0
Stack operation of tensor networksCode0
Exploiting Low-Rank Tensor-Train Deep Neural Networks Based on Riemannian Gradient Descent With Illustrations of Speech ProcessingCode0
How to Train Unstable Looped Tensor Network—0
Improvements to Gradient Descent Methods for Quantum Tensor Network Machine Learning—0
Privacy-preserving machine learning with tensor networksCode0
Classical versus Quantum: comparing Tensor Network-based Quantum Circuits on LHC dataCode0
Fast algorithm for overcomplete order-3 tensor decomposition—0
Generalization Metrics for Practical Quantum Advantage in Generative Models—0
Representing Prior Knowledge Using Randomly, Weighted Feature Networks for Visual Relationship DetectionCode0
Investigating Logic Tensor Networks for Neural-Symbolic Argument Mining—0
Rademacher Random Projections with Tensor Networks—0
Tensor Network Kalman Filtering for Large-Scale LS-SVMsCode0
lambeq: An Efficient High-Level Python Library for Quantum NLPCode1
Differentiable Programming of Isometric Tensor NetworksCode1
Global sensitivity analysis in probabilistic graphical models—0
Semi-tensor Product-based TensorDecomposition for Neural Network Compression—0
Modeling Variable Space with Residual Tensor Networks for Multivariate Time Series—0
Patch-based Medical Image Segmentation using Matrix Product State Tensor Networks—0
Fine-Grained Causality Extraction From Natural Language Requirements Using Recursive Neural Tensor NetworksCode0
Faster-LTN: a neuro-symbolic, end-to-end object detection architectureCode0
Non-parametric Semi-Supervised Learning in Many-body Hilbert Space with Rescaled Logarithmic Fidelity—0
Probabilistic Graphical Models and Tensor Networks: A Hybrid Framework—0
Tensor networks for unsupervised machine learningCode1
Quantum-inspired event reconstruction with Tensor Networks: Matrix Product StatesCode0
Boltzmann machines as two-dimensional tensor networks—0
Tensor Networks for Multi-Modal Non-Euclidean Data—0
Neural tensor contractions and the expressive power of deep neural quantum states—0
Tensor networks and efficient descriptions of classical data—0
Segmenting two-dimensional structures with strided tensor networksCode0
An end-to-end trainable hybrid classical-quantum classifier—0
Approximation Theory of Tree Tensor Networks: Tensorized Multivariate Functions—0
Tensor-Train Networks for Learning Predictive Modeling of Multidimensional Data—0
Quantum Tensor Network in Machine Learning: An Application to Tiny Object ClassificationCode1
Infinitely Wide Tensor Networks as Gaussian Process—0
Protecting Big Data Privacy Using Randomized Tensor Network Decomposition and Dispersed Tensor Computation—0
The Bayesian Method of Tensor Networks—0
Logic Tensor NetworksCode1
Residual Matrix Product State for Machine Learning—0
Hybrid quantum-classical classifier based on tensor network and variational quantum circuit—0
Multi-layered tensor networks for image classificationCode0
Tensor Completion via Tensor Networks with a Tucker Wrapper—0
Multi-Graph Tensor NetworksCode1
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