Discrete error dynamics of mini-batch gradient descent for least squares regression.

Jackie Lok Rishi Sonthalia Elizaveta Rebrova

Published in: CoRR (2024)

Keyphrases

error function
error rate
cost function
dynamical systems
error bounds
image processing
loss function
objective function
neural network
discrete version
continuous variables
discrete space
control system
multiscale
learning rules
relative error
linear complexity
batch mode
discrete geometry