Search Results for author: Samuel Rudy

Found 1 papers, 1 papers with code

Output-weighted and relative entropy loss functions for deep learning precursors of extreme events

1 code implementation1 Dec 2021 Samuel Rudy, Themistoklis Sapsis

One cause for this difficulty is that systems with extreme events, by definition, yield imbalanced datasets and that standard loss functions easily ignore rare events.

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