Search Results for author: Théo Guénais

Found 2 papers, 1 papers with code

Hurricane Forecasting: A Novel Multimodal Machine Learning Framework

3 code implementations11 Nov 2020 Léonard Boussioux, Cynthia Zeng, Théo Guénais, Dimitris Bertsimas

In summary, our work demonstrates that utilizing machine learning techniques to combine different data sources can lead to new opportunities in tropical cyclone forecasting.

BIG-bench Machine Learning Hurricane Forecasting +2

BaCOUn: Bayesian Classifers with Out-of-Distribution Uncertainty

no code implementations12 Jul 2020 Théo Guénais, Dimitris Vamvourellis, Yaniv Yacoby, Finale Doshi-Velez, Weiwei Pan

Traditional training of deep classifiers yields overconfident models that are not reliable under dataset shift.

Bayesian Inference

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