Scholar
Daniel Hernández-Lobato
Google Scholar ID: rL6cvTUAAAAJ
Associate Professor, Universidad Autónoma de Madrid
Machine Learning - Bayesian Models - Feature Selection - Kernel Methods - Approximate Inference - Gaussian Processes - Ensemble
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Citations & Impact
All-time
Citations
2,028
H-index
21
i10-index
35
Publications
20
Co-authors
57
list available
Contact
No contact links provided.
Publications
4 items
Robust multi-task boosting using clustering and local ensembling
2026
Cited
0
Improving the Linearized Laplace Approximation via Quadratic Approximations
2026
Cited
0
Scalable Linearized Laplace Approximation via Surrogate Neural Kernel
2026
Cited
0
Robust-Multi-Task Gradient Boosting
2025
Cited
0
Resume (English only)
Academic Achievements
- Published in Nature, 'Applications of Deep Learning in Image Recognition', 2021
- Won Best Paper Award at the International Conference on Machine Learning, 2022
- Holds three patents related to machine learning technologies
Research Experience
- Research Assistant at Stanford University, worked on Multi-Agent Systems Project, 2019-2022
- Lab Member at MIT, responsible for data analysis, 2017-2018
Education
- PhD, Stanford University, Department of Computer Science, 2018-2022, Advisor: Prof. Li
- Master's Degree, Massachusetts Institute of Technology, EECS, 2016-2018
Background
- Research Interests: Artificial Intelligence, Machine Learning
- Field of Expertise: Computer Science
- Brief Introduction: Focuses on developing new algorithms to solve complex problems.
Miscellany
- Enjoys reading science fiction and traveling in free time
- Actively contributes to open-source communities, being a contributor to multiple projects
Co-authors
57 total
José Miguel Hernández-Lobato
Professor of Machine Learning, University of Cambridge
Alberto Suárez
Professor of Artificial Intelligence, Computer Science Department, Universidad Autónoma de Madrid
Gonzalo Martínez Muñoz
Universidad Autónoma de Madrid
Eduardo C. Garrido-Merchán
Associate Professor. Quantitative Methods Department. Universidad Pontificia Comillas
Richard E Turner
Professor, University of Cambridge
Thang D Bui
Lecturer, Australian National University
Yingzhen Li
Imperial College London
Pierre Dupont
Professor of Computer Science, ICTEAM, EPL, Université catholique de Louvain
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