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Papers
2001.04029
Cited By

Tangent-Space Gradient Optimization of Tensor Network for Machine
Learning

Tangent-Space Gradient Optimization of Tensor Network for Machine Learning

Physical Review E (PRE), 2020

10 January 2020

ArXiv (abs)PDF HTML

Papers citing "Tangent-Space Gradient Optimization of Tensor Network for Machine Learning"

8 / 8 papers shown

tn4ml: Tensor Network Training and Customization for Machine Learning

tn4ml: Tensor Network Training and Customization for Machine Learning

Sergio Sánchez Ramírez

Sergi Masot-Llima

Jofre Vallès-Muns

Artur Garcia-Saez

208

2

0

18 Feb 2025

Tensor networks for interpretable and efficient quantum-inspired machine
learning

Tensor networks for interpretable and efficient quantum-inspired machine learning

245

16

0

19 Nov 2023

Improvements to Gradient Descent Methods for Quantum Tensor Network
Machine Learning

Improvements to Gradient Descent Methods for Quantum Tensor Network Machine Learning

119

13

0

03 Mar 2022

Tensor network to learn the wavefunction of data

Tensor network to learn the wavefunction of dataPhysical Review Research (Phys. Rev. Res.), 2021

186

7

0

15 Nov 2021

Non-parametric Semi-Supervised Learning in Many-body Hilbert Space with
Rescaled Logarithmic Fidelity

Non-parametric Semi-Supervised Learning in Many-body Hilbert Space with Rescaled Logarithmic Fidelity

257

2

0

01 Jul 2021

Residual Matrix Product State for Machine Learning

Residual Matrix Product State for Machine LearningSciPost Physics (SciPost Phys.), 2020

Jing Zhang

159

14

0

22 Dec 2020

Quantum-Classical Machine learning by Hybrid Tensor Networks

Quantum-Classical Machine learning by Hybrid Tensor Networks

162

9

0

15 May 2020

Bayesian Tensor Network with Polynomial Complexity for Probabilistic
Machine Learning

Bayesian Tensor Network with Polynomial Complexity for Probabilistic Machine Learning

154

6

0

30 Dec 2019