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Rethinking the limiting dynamics of SGD: modified loss, phase space oscillations, and anomalous diffusion.
Daniel Kunin
Javier Sagastuy-Breña
Lauren Gillespie
Eshed Margalit
Hidenori Tanaka
Surya Ganguli
Daniel L. K. Yamins
Published in:
CoRR (2021)
Keyphrases
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phase space
dynamical systems
nonlinear dynamical systems
multi object
chaotic neural network
ordinary differential equations
chaotic time series
fixed point
dynamic model
state space
loss function
dynamic systems
image segmentation
bit rate
experimental data