Alejandro Almodóvar

According to our database, Alejandro Almodóvar authored at least 9 papers between 2022 and 2026.

Collaborative distances:

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

2026

Decision-Aware Proximal Bridge Learning for Optimal Treatment Selection.

Tomas Garriga, Alejandro Almodóvar, Axel Brando, Gerard Sanz, Eduard Serrahima De Cambra, Juan Parras

CoRR, May, 2026

Kolmogorov-Arnold causal generative models.

Alejandro Almodóvar, Mar Elizo, Patricia A. Apellániz, Santiago Zazo, Juan Parras

CoRR, March, 2026

2025

CausalKANs: interpretable treatment effect estimation with Kolmogorov-Arnold networks.

Alejandro Almodóvar, Patricia A. Apellániz, Santiago Zazo, Juan Parras

CoRR, September, 2025

Interpretable Clinical Classification with Kolgomorov-Arnold Networks.

Alejandro Almodóvar, Patricia A. Apellániz, Alba Garrido, Fernando Fernández-Salvador, Santiago Zazo, Juan Parras

CoRR, September, 2025

Deep Survival Analysis in Multimodal Medical Data: A Parametric and Probabilistic Approach with Competing Risks.

Alba Garrido, Alejandro Almodóvar, Patricia A. Apellániz, Juan Parras, Santiago Zazo

CoRR, July, 2025

DeCaFlow: A deconfounding causal generative model.

Alejandro Almodóvar, Adrián Javaloy, Juan Parras, Santiago Zazo, Isabel Valera

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

Experimenting Federated AI Models for Hematological Diseases.

Luciana Carota, Francesco Casadei, Gianluca Asti, Davide Piscia, Patricia A. Apellániz, Saverio D'Amico, Riccardo Biondi, Claudia Sala, Nono S. C. Merleau, Michel S. J. van Deventer, Raffaella Colombatti, Elisabetta Mezzalira, María del Mar Mañú Pereira, Sara Isabel Reidel, Stefano Polizzi, Sara Peluso, Cesare Rollo, Tiziana Sanavia, Piero Fariselli, Juan Parras, Alejandro Almodóvar, Santiago Zazo, Matteo Giovanni Della Porta, Federico Alvarez, Gastone C. Castellani, Enrico Giampieri

Proceedings of the Artificial Intelligence for Biomedical Data, 2025

2024

Propensity Weighted federated learning for treatment effect estimation in distributed imbalanced environments.

Alejandro Almodóvar, Juan Parras, Santiago Zazo

Comput. Biol. Medicine, 2024

2022

Inverse Reinforcement Learning: A New Framework to Mitigate an Intelligent Backoff Attack.

Juan Parras, Alejandro Almodóvar, Patricia A. Apellániz, Santiago Zazo

IEEE Internet Things J., 2022