Anomaly Detection with Tensor Networks

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Anomaly Detection with Tensor Networks

3 June 2020

Stefan Leichenauer

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Papers citing "Anomaly Detection with Tensor Networks"

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Title
tn4ml: Tensor Network Training and Customization for Machine Learning E. Puljak Sergio Sánchez Ramírez Sergi Masot-Llima Jofre Vallès-Muns Artur Garcia-Saez M. Pierini 102 1 0 18 Feb 2025
Anomaly Detection from a Tensor Train Perspective Alejandro Mata Ali Aitor Moreno Fdez. de Leceta Jorge López Rubio 54 2 0 23 Sep 2024
Quantum-inspired Techniques in Tensor Networks for Industrial Contexts Alejandro Mata Ali Inigo Perez Delgado Aitor Moreno-Fernandez-de-Leceta 81 0 0 17 Apr 2024
Técnicas Quantum-Inspired en Tensor Networks para Contextos Industriales Alejandro Mata Ali Inigo Perez Delgado Aitor Moreno-Fernandez-de-Leceta 73 0 0 08 Mar 2024
Tensor Networks for Explainable Machine Learning in Cybersecurity Borja Aizpurua Samuel Palmer Roman Orus 103 9 0 29 Dec 2023
Tensor networks for interpretable and efficient quantum-inspired machine learning Shirli Ran Gang Su 83 8 0 19 Nov 2023
Efficient Finite Initialization for Tensorized Neural Networks Alejandro Mata Ali Inigo Perez Delgado Marina Ristol Roura Aitor Moreno-Fernandez-de-Leceta 149 2 0 11 Sep 2023
TensorKrowch: Smooth integration of tensor networks in machine learning José Ramón Pareja Monturiol David Pérez-García Alejandro Pozas-Kerstjens 68 3 0 14 Jun 2023
Tensor networks for quantum machine learning Hans-Martin Rieser Frank Köster A. Raulf 51 23 0 21 Mar 2023
Intelligent diagnostic scheme for lung cancer screening with Raman spectra data by tensor network machine learning Yujia An Shengxing Bai Lin Cheng Xiao‐Guang Li Cheng Wang Xiao Han Gang Su Shi-Ju Ran Cong Wang 44 1 0 11 Mar 2023
Positive unlabeled learning with tensor networks Bojan Žunkovič SSL 75 5 0 25 Nov 2022
Grokking phase transitions in learning local rules with gradient descent Bojan Žunkovič E. Ilievski 105 17 0 26 Oct 2022
Deep tensor networks with matrix product operators Bojan Žunkovič 102 4 0 16 Sep 2022
Unsupervised Recognition of Informative Features via Tensor Network Machine Learning and Quantum Entanglement Variations Shengxing Bai Yifan Tang Shi-Ju Ran 67 10 0 13 Jul 2022
Improvements to Gradient Descent Methods for Quantum Tensor Network Machine Learning F. Barratt J. Dborin L. Wright 46 11 0 03 Mar 2022
Privacy-preserving machine learning with tensor networks Alejandro Pozas-Kerstjens Senaida Hernández Santana José Ramón Pareja Monturiol Marco Castrillón López G. Scarpa Carlos E. González-Guillén David Pérez-García 39 6 0 24 Feb 2022
Quantum-inspired event reconstruction with Tensor Networks: Matrix Product States Jack Y. Araz M. Spannowsky 106 17 0 15 Jun 2021
Entanglement-guided architectures of machine learning by quantum tensor network Yuhan Liu Xiao Zhang M. Lewenstein Shi-Ju Ran 76 32 0 24 Mar 2018