STADIA: Photonic Stochastic Gradient Descent for Neural Network Accelerators.

Chengpeng Xia Yawen Chen Haibo Zhang Jigang Wu

Published in: ACM Trans. Embed. Comput. Syst. (2023)

Keyphrases

stochastic gradient descent
neural network
least squares
loss function
matrix factorization
step size
random forests
online algorithms
support vector machine
regularization parameter
multiple kernel learning
importance sampling
genetic algorithm
weight vector
missing data
knn
objective function
training process