cv
Basics
| Name | Mario Martínez García |
| Label | PhD Student | Machine Learning |
| mariomartgarcia@gmail.com | |
| Url | https://mariomartgarcia.github.io/ |
| Summary | PhD student in machine learning with a focus on practical solutions. Research interests include privileged information, knowledge distillation, and multi-task learning applied to clinical and sports contexts. Creative, proactive, and adaptable with strong teamwork values. |
Work
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2021.06 - Present PhD Student - Researcher
Basque Center for Applied Mathematics (BCAM)
Research in privileged information, knowledge distillation, multi-objective optimization, and multi-task learning for supervised classification.
- Research stay at LIVIA lab, Montreal (2024)
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2019.01 - 2019.07 Intern - Biomechanics of the Locomotive System
University of Murcia
Research internship on biomechanical systems.
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2014.06 - 2021.06
Education
Awards
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Predoctoral Research Grant | Severo Ochoa
Ministry of Science, Innovation and Universities - Spain
Reference: PRE2021-099279
Certificates
| Machine learning for Health and Bio | ||
| University of Oxford | 2024-07-01 |
| Multi-objective Optimization using Metaheuristics | ||
| BCAM | 2022-03-01 |
| Machine Learning with Python | ||
| DataCamp | 2021-08-01 |
| Neural Network and Deep Learning | ||
| deeplearning.ai | 2020-09-01 |
| Data Science: Machine Learning | ||
| HarvardX | 2020-03-01 |
Publications
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2025.01.01 Teacher privileged distillation: How to deal with imperfect teachers?
Knowledge-Based Systems
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2024.01.01 -
2023.01.01 Learning a logistic regression with the help of unknown features at prediction stage
IEEE Conference on Artificial Intelligence
Skills
| Programming | |
| Python | |
| R |
Languages
| Spanish | |
| Native speaker |
| English | |
| C1 |
| French | |
| Basic knowledge |