Isabela Albuquerque in

Isabela Albuquerque

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Google DeepMind at Full-time
📍 London, England, United Kingdom

Isabela Albuquerque is a Staff Research Scientist at Google DeepMind specializing in machine learning, particularly in improving the generalization and robustness of learning systems. Holding a PhD from the Université du Québec, her research has advanced domain-invariant representation techniques and the application of generative models to enhance out-of-distribution generalization.

She has a passion for promoting diversity and inclusion in science and the machine learning research community. Isabela has presented at technical talks for events like the Women in Machine Learning (WiML) workshop, aiming to support and empower women in the field of Artificial Intelligence.

Her work on electroencephalography (EEG) analysis has been featured in a highly cited systematic review, exploring deep learning applications in neuroscience.

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Current Role
Google DeepMind
Location
London, England, United Kingdom
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Priorities

Topics Isabela cares about

Machine Learning Robustness
Her core research focuses on domain generalization, aiming to make AI models perform well on new, unseen data distributions.
Generative Models
She has published work on using generative models to improve how AI systems generalize their learning to new and different scenarios.
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Career

Work history

Google DeepMind
Full-time
1-2017 - 12-2021
PhD Student
Université du Québec - Institut national de la recherche scientifique
4-2021 - 8-2021
Research Scientist Intern
Google DeepMind
1-2021 - 4-2021
Research Intern
Facebook AI
11-2019 - 2-2020
Deep Learning Research Intern
Salesforce
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Media appearances

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Education
2017 - 2021
Doctor of Philosophy (PhD)
Université du Québec - Institut national de la recherche scientifique
2015 - 2016
Master's degree
Universidade de Pernambuco
Social presence
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Behavioral profile

DISC profile (public)

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