José Ramón Pareja Monturiol

According to our database, José Ramón Pareja Monturiol authored at least 6 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Private and interpretable clinical prediction with quantum-inspired tensor train models.

José Ramón Pareja Monturiol, Juliette Sinnott, Roger G. Melko, Mohammad Kohandel

CoRR, February, 2026

2025

Tensorization of neural networks for improved privacy and interpretability.

José Ramón Pareja Monturiol, Alejandro Pozas-Kerstjens, David Pérez-García

CoRR, January, 2025

2024

Privacy-preserving machine learning with tensor networks.

Alejandro Pozas-Kerstjens, Senaida Hernández-Santana, José Ramón Pareja Monturiol, Marco Castrillón López, Giannicola Scarpa, Carlos E. González-Guillén, David Pérez-García

Quantum, 2024

TensorKrowch: Smooth integration of tensor networks in machine learning.

José Ramón Pareja Monturiol, David Pérez-García, Alejandro Pozas-Kerstjens

Quantum, 2024

2022

Physics solutions for machine learning privacy leaks.

Alejandro Pozas-Kerstjens, Senaida Hernández-Santana, José Ramón Pareja Monturiol, Marco Castrillón López, Giannicola Scarpa, Carlos E. González-Guillén, David Pérez-García

CoRR, 2022

2021

Healthy versus congestive heart failure patients - An approach via the Hurst parameter.

Mar Fenoy, Gustavo A. Muñoz-Fernández, José Ramón Pareja Monturiol, Juan B. Seoane-Sepúlveda

Commun. Nonlinear Sci. Numer. Simul., 2021