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Eduardo Brandao

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2020 – today

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2025
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  - journals/corr/abs-2510-00773
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Haifei Zhang, Patrick Barry, Eduardo Brandao:
Uncertainty-Aware Concept Bottleneck Models with Enhanced Interpretability. CoRR abs/2510.00773 (2025)
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  - journals/corr/abs-2510-18611
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Fayad Ali Banna, Antoine Caradot, Eduardo Brandao, Jean-Philippe Colombier, Rémi Emonet, Marc Sebban:
Unrolled-SINDy: A Stable Explicit Method for Non linear PDE Discovery from Sparsely Sampled Data. CoRR abs/2510.18611 (2025)
2023
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Eduardo Brandao:
Complexity Methods in Physics-Guided Machine Learning. (Méthodes de Complexité dans l'Apprentissage Automatique Guidé par la Physique). Jean Monnet University, Saint-Étienne, France, 2023
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Eduardo Brandao, Stefan Duffner, Rémi Emonet, Amaury Habrard, François Jacquenet, Marc Sebban:
Is My Neural Net Driven by the MDL Principle? ECML/PKDD (2) 2023: 173-189
2022
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  - journals/entropy/BrandaoCDEGHJNS22
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Eduardo Brandao, Jean-Philippe Colombier, Stefan Duffner, Rémi Emonet, Florence Garrelie, Amaury Habrard, François Jacquenet, Anthony Nakhoul, Marc Sebban:
Learning PDE to Model Self-Organization of Matter. Entropy 24(8): 1096 (2022)

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