Search Results for author: Abhinab Bhattacharjee

Found 1 papers, 0 papers with code

Improving the Adaptive Moment Estimation (ADAM) stochastic optimizer through an Implicit-Explicit (IMEX) time-stepping approach

no code implementations20 Mar 2024 Abhinab Bhattacharjee, Andrey A. Popov, Arash Sarshar, Adrian Sandu

The Adam optimizer, often used in Machine Learning for neural network training, corresponds to an underlying ordinary differential equation (ODE) in the limit of very small learning rates.

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