Stability of Stochastic Gradient Descent on Nonsmooth Convex Losses.

Raef Bassily Vitaly Feldman Cristóbal Guzmán Kunal Talwar

Published in: NeurIPS (2020)

Keyphrases

stochastic gradient descent
least squares
step size
loss function
matrix factorization
random forests
convex optimization
weight vector
importance sampling
convergence rate
regularization parameter
online algorithms
support vector machine
multiple kernel learning
convex hull
cost function
logistic regression