Generalization Performance of Multi-pass Stochastic Gradient Descent with Convex Loss Functions.

Yunwen Lei Ting Hu Ke Tang

Published in: J. Mach. Learn. Res. (2021)

Keyphrases

stochastic gradient descent
loss function
least squares
step size
matrix factorization
random forests
pairwise
support vector machine
multiple kernel learning
training data
supervised learning
graphical models
benchmark datasets
missing data