Scholar
Penousal Machado
Google Scholar ID: dmjtINEAAAAJ
University of Coimbra
Evolutionary Computation
Artificial Intelligence
Computational Creativity
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Citations & Impact
All-time
Citations
2,668
H-index
24
i10-index
85
Publications
20
Co-authors
56
list available
Contact
No contact links provided.
Publications
7 items
Evolutionary Optimization Trumps Adam Optimization on Embedding Space Exploration
2025
Cited
0
Open Questions about Time and Self-reference in Living Systems
2025
Cited
0
GreenFactory: Ensembling Zero-Cost Proxies to Estimate Performance of Neural Networks
2025
Cited
0
Evolutionary algorithms meet self-supervised learning: a comprehensive survey
2025
Cited
0
On the Dynamics of Mating Preferences in Genetic Programming
2025
Cited
0
Adaptive Quantum Scaling Model for Histogram Distribution-based Quantum Watermarking
2025
Cited
0
Boosting Mixed-Initiative Co-Creativity in Game Design: A Tutorial
arXiv.org · 2024
Cited
3
Resume (English only)
Academic Achievements
- Published a paper in Nature on the application of deep learning in medical diagnosis
- Best Paper Award at International Conference on Machine Learning, 2021
- Holds multiple patents related to data compression technologies
Research Experience
- Senior Researcher, Google AI Lab, 2020-Present
- Key Projects include optimization and application of natural language processing models
- Internship: Microsoft Research, involved in image recognition technology research, Summer 2018
Education
- Ph.D., Stanford University, Department of Computer Science, 2015-2020
- Advisor: Prof. Li
- M.S., Massachusetts Institute of Technology, Electrical Engineering and Computer Science, 2013-2015
- B.A., Harvard University, Physics, 2009-2013
Background
- Research Interests: Artificial Intelligence, Machine Learning
- Specialization: Computer Science
- Brief Introduction: Focused on developing new algorithms to solve complex problems.
Miscellany
- Hobbies: Mountain Climbing, Photography
- Maintains personal website
Co-authors
56 total
Co-author 1
João Correia
Associate Professor, University of Coimbra, Portugal
Nuno Lourenço
Associate Professor, University of Coimbra, 🇵🇹
Co-author 4
Co-author 5
Co-author 6
Co-author 7
Co-author 8
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