Tensor Networks for Explainable Machine Learning in Cybersecurity

29 December 2023

Papers citing "Tensor Networks for Explainable Machine Learning in Cybersecurity"

12 / 12 papers shown

Title
Tensorization is a powerful but underexplored tool for compression and interpretability of neural networks Safa Hamreras Sukhbinder Singh Roman Orus 28 0 0 26 May 2025
Explaining Anomalies with Tensor Networks Hans Hohenfeld Marius Beuerle Elie Mounzer 46 0 0 06 May 2025
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 81 1 0 18 Feb 2025
Quantum-inspired Techniques in Tensor Networks for Industrial Contexts Alejandro Mata Ali Inigo Perez Delgado Aitor Moreno-Fernandez-de-Leceta 65 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 50 0 0 08 Mar 2024
Tensor networks for interpretable and efficient quantum-inspired machine learning Shirli Ran Gang Su 66 7 0 19 Nov 2023
TensorKrowch: Smooth integration of tensor networks in machine learning José Ramón Pareja Monturiol David Pérez-García Alejandro Pozas-Kerstjens 51 3 0 14 Jun 2023
Anomaly Detection with Tensor Networks Jinhui Wang Chase Roberts G. Vidal Stefan Leichenauer 63 40 0 03 Jun 2020
Explainable Artificial Intelligence (XAI): Concepts, Taxonomies, Opportunities and Challenges toward Responsible AI Alejandro Barredo Arrieta Natalia Díaz Rodríguez Javier Del Ser Adrien Bennetot Siham Tabik ... S. Gil-Lopez Daniel Molina Richard Benjamins Raja Chatila Francisco Herrera XAI 105 6,211 0 22 Oct 2019
Unsupervised Generative Modeling Using Matrix Product States Zhaoyu Han Jun Wang H. Fan Lei Wang Pan Zhang 93 270 0 06 Sep 2017
A Unified Approach to Interpreting Model Predictions Scott M. Lundberg Su-In Lee FAtt 692 21,613 0 22 May 2017
"Why Should I Trust You?": Explaining the Predictions of Any Classifier Marco Tulio Ribeiro Sameer Singh Carlos Guestrin FAtt FaML 746 16,828 0 16 Feb 2016