PhD Candidate in Machine Learning
TU/e - Eindhoven University of Technology
About
Alvaro is a data scientist and machine learning researcher based in Eindhoven, the Netherlands. He is currently a PhD candidate at TU/e working with Robert Peharz and Cassio de Campos. He is particularly interested in (tractable) deep generative models and their applications to other fields of machine learning, with a focus on uncertainty estimation and robustness.
Interests
- Probabilistic Machine Learning
- Generative Models
- Tractable Inference
- Uncertainty Estimation
- Reinforcement Learning
Education
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PhD in Computer Science, 2018 - Present
TU/e, the Netherlands
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MSc in Machine Learning, 2016 - 2017
Université Paris-Saclay, France
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MSc in Robotics and Embedded Systems, 2016 - 2017
ENSTA Paris, France
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BEng in Mechatronics Engineering, 2011 - 2017
Escola Politécnica da USP, Brazil
