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07/19/2021
Rethinking the limiting dynamics of SGD: modified loss, phase space oscillations, and anomalous diffusion
In this work we explore the limiting dynamics of deep neural networks tr...
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12/08/2020
Neural Mechanics: Symmetry and Broken Conservation Laws in Deep Learning Dynamics
Predicting the dynamics of neural network parameters during training is ...
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02/28/2020
