Stability and Optimization Error of Stochastic Gradient Descent for Pairwise Learning.

Wei Shen Zhenhuan Yang Yiming Ying Xiaoming Yuan

Published in: CoRR (2019)

Keyphrases

stochastic gradient descent
loss function
pairwise
stochastic gradient
supervised learning
matrix factorization
least squares
learning tasks
learning algorithm
reinforcement learning
step size
training data
machine learning
machine learning algorithms
text categorization
importance sampling
online algorithms