3 code implementations • 11 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.
no code implementations • 12 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.