Dynamic of Stochastic Gradient Descent with State-Dependent Noise.

Qi Meng Shiqi Gong Wei Chen Zhi-Ming Ma Tie-Yan Liu

Published in: CoRR (2020)

Keyphrases

state dependent
stochastic gradient descent
steady state
optimal policy
queueing networks
least squares
arrival rate
noise level
step size
matrix factorization
missing data
loss function
neural network
random forests
single server
stationary distribution
special case