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05/23/2022
Chaotic Regularization and Heavy-Tailed Limits for Deterministic Gradient Descent
Recent studies have shown that gradient descent (GD) can achieve improve...
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06/22/2020
Predicting Rare Events in Multiscale Dynamical Systems using Machine Learning
We study the problem of rare event prediction for a class of slow-fast n...
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06/22/2020
