Get started
Author

Alejandro Almodóvar

Inverse Reinforcement Learning: A New Framework to Mitigate an Intelligent Backoff Attack
2022 · Juan Parras, Alejandro Almodovar, et al. · IEEE Internet of Things Journal · 11
DeCaFlow: A deconfounding causal generative model
2025 · Alejandro Almodóvar, Adrián Javaloy, et al. · neural information processing systems · 8
PDF
Propensity Weighted federated learning for treatment effect estimation in distributed imbalanced environments
2024 · Alejandro Almodóvar, Juan Parras, et al. · Computers in Biology and Medicine · 8
Development, implementation, and validation of an open-source Federated Learning platform to accelerate innovation and boost personalized medicine in rare and ultra-rare haematological diseases: an initiative by GenoMed4All Consortium
2025 · Gianluca Asti, Patricia A. Apellaniz, et al. · medRxiv · 4
PDF
Real‐Time, Interpretable Diagnostics for Solid‐State Batteries via Machine Learning on In Situ Impedance Spectra
2026 · Zachary Warren, Felipe Cuasquer, et al. · Battery energy · 3
Interpretable Clinical Classification with Kolmogorov-Arnold Networks
2025 · Alejandro Almodóvar, Patricia Alonso de Apellániz, et al. · 3
PDF
Liquid-hexatic-solid phases in active and passive Brownian particles determined by stochastic birth and death events
2022 · Alejandro Almodóvar, Tobias Galla, et al. · Physical review. E · 3
PDF
CausalKANs: interpretable treatment effect estimation with Kolmogorov-Arnold networks
2025 · Alejandro Almodóvar, Patricia A. Apellániz, et al. · 2
PDF
Kolmogorov-Arnold Causal Generative Models
2026 · Alejandro Almodovar, Mar Elizo, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1
Attentive Neural Processes for Few-Shot Learning Anomaly-Based Vessel Localization Using Magnetic Sensor Data
2025 · Luis Fernando Fernández-Salvador, Borja Vilallonga Tejela, et al. · Journal of Marine Science and Engineering · 1
PDF
Extinction and coexistence in a binary mixture of proliferating motile disks
2024 · Alejandro Almodóvar, Tobias Galla, et al. · Physical review. E · 1
PDF
Deep survival analysis in multimodal medical data: a parametric and probabilistic approach with competing risks
2026 · Alba Garrido, Alejandro Almodóvar, et al. · Scientific Reports
PDF
Not all Jensen-Shannon Divergence Estimators are Equal
2026 · Garrido, Alba, Almodóvar, Alejandro, et al. · arXiv (Cornell University)
PDF
No Free Lunch for Synthetic Images under Data Scarcity Conditions
2026 · Galende, Borja Arroyo, Almodóvar, Alejandro, et al. · arXiv (Cornell University)
PDF
The Geometry of Privacy: A Two-Stage Analysis of Generative Membership Inference in Federated Learning
2026 · Borja Arroyo Galende, Patricia A. Apellániz, et al. · Big Data and Cognitive Computing
Decision-Aware Proximal Bridge Learning for Optimal Treatment Selection
2026 · Garriga, Tomàs, Almodóvar, Alejandro, et al. · arXiv (Cornell University)
PDF
Experimenting Federated AI Models for Hematological Diseases
2026 · Luciana Carota, Francesco Casadei, et al. · Communications in computer and information science
Censoring-aware deep learning for patient-level causal survival analysis in medical data
2026 · Alejandro Almodóvar, Mar Elizo, et al. · SSRN Electronic Journal
Development and validation of synthetic data generation over a federated learning computing framework to accelerate innovation and boost personalized medicine in hematological diseases
2025 · Gianluca Asti, Mattia Delleani, et al. · Blood
PDF
D6.2 - Preliminary conclusions about Federated Learning applied to clinical data
2021 · Álvarez, Federico, Zazo, Santiago, et al. · Zenodo (CERN European Organization for Nuclear Research)
Active cluster crystals with repulsive potentials
2020 · Alejandro Almodóvar, Crístobal López · DIGITAL.CSIC (Spanish National Research Council (CSIC))
Works count: 22
Citation count: 45
H-index: 4
I10-index: 1
Year
Topic
Type