Scholar
Eduardo C. Garrido-Merchán
Google Scholar ID: CjCcb90AAAAJ
Associate Professor. Quantitative Methods Department. Universidad Pontificia Comillas
Citations & Impact
Citations
2,696
H-index
16
i10-index
21
Publications
20
Co-authors
9
list available
Publications
Resume (English only)
Research Experience
- Teaching at the Faculty of Economics and Business Administration (ICADE), Universidad Pontificia Comillas since 2021, Department of Quantitative Methods
- Courses taught include Machine Learning, Statistics, and Quantitative Models
- Supervises researchers working on AI model development and application, covering Bayesian optimization, reinforcement learning, large language models, econometrics, and statistical analysis
- Focuses research supervision on AI applications for disability policy management, particularly severe autism
- Member of the GIIDA research group (Innovación Docente y Analytics)
Background
- Research interests include novel methods and applications of artificial intelligence, such as Bayesian optimization, deep reinforcement learning, and large language models
- Focuses on integrating meta-learning, adaptability, and information theory in complex scenarios
- Interested in practical applications of machine learning, econometrics, statistics, and data analysis
- Particularly engaged in robotics and AI for vulnerable populations, including people with disabilities or neurodegenerative diseases
- Research emphasis on political management of disability across nations, especially severe autism policy governance
