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ORCIDJosé Ramón Pareja Monturiol
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Journal Articles
- 2024
[j3]José Ramón Pareja Monturiol
, David Pérez-García, Alejandro Pozas-Kerstjens:
TensorKrowch: Smooth integration of tensor networks in machine learning. Quantum 8: 1364 (2024)- [j2]Alejandro Pozas-Kerstjens, Senaida Hernández-Santana, José Ramón Pareja Monturiol, Marco Castrillón López, Giannicola Scarpa, Carlos E. González-Guillén, David Pérez-García:
Privacy-preserving machine learning with tensor networks. Quantum 8: 1425 (2024) - 2021
- [j1]Mar Fenoy, Gustavo A. Muñoz-Fernández, José Ramón Pareja Monturiol, Juan B. Seoane-Sepúlveda:
Healthy versus congestive heart failure patients - An approach via the Hurst parameter. Commun. Nonlinear Sci. Numer. Simul. 103: 106004 (2021)
Informal and Other Publications
- 2025
- [i3]José Ramón Pareja Monturiol, Alejandro Pozas-Kerstjens, David Pérez-García:
Tensorization of neural networks for improved privacy and interpretability. CoRR abs/2501.06300 (2025) - 2023
- [i2]José Ramón Pareja Monturiol, David Pérez-García, Alejandro Pozas-Kerstjens:
TensorKrowch: Smooth integration of tensor networks in machine learning. CoRR abs/2306.08595 (2023) - 2022
- [i1]Alejandro Pozas-Kerstjens, Senaida Hernández-Santana, José Ramón Pareja Monturiol, Marco Castrillón López, Giannicola Scarpa, Carlos E. González-Guillén, David Pérez-García:
Physics solutions for machine learning privacy leaks. CoRR abs/2202.12319 (2022)
Coauthor Index
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