Advancing artificial intelligence through Bayesian optimization, deep reinforcement learning, and large language models, with a focus on applications for vulnerable populations.
I am an Assistant Professor at Universidad Pontificia Comillas, where I research and teach in the field of artificial intelligence and machine learning.
Assistant Professor at Universidad Pontificia Comillas
Institute for Research in Technology (IIT)
My work centers on developing new methods and applications of artificial intelligence, particularly in complex scenarios involving meta-learning, adaptability, and information theory.
Advanced methods for optimizing complex functions with applications in machine learning and AI systems.
Developing intelligent agents that learn optimal behaviors through interaction with complex environments.
Research on advanced natural language processing and understanding using state-of-the-art language models.
Applying AI and robotics to assist people with disabilities and neurodegenerative diseases, especially severe autism.
Ensuring artificial intelligence systems are just, equitable, and free from harmful biases.
Developing AI systems that can learn how to learn, adapting quickly to new tasks and environments.
With over 2,473 citations and 73 publications, my research contributes significantly to the advancement of artificial intelligence and machine learning.
Advanced concepts in machine learning algorithms, statistical learning theory, and practical applications.
Statistical methods and econometric modeling for data analysis and decision making.
Mathematical and computational models for solving complex business and research problems.
I believe in making complex AI concepts accessible and practical. My teaching approach combines theoretical foundations with hands-on applications, preparing students to tackle real-world challenges in artificial intelligence and data science.
ecgarrido@comillas.edu
+34 682 246 194
Rey Francisco 4, cuarta planta
Universidad Pontificia Comillas
Madrid, Spain