AutoLoss: Automated Loss Function Search in Recommendations.

Xiangyu Zhao Haochen Liu Wenqi Fan Hui Liu Jiliang Tang Chong Wang

Published in: CoRR (2021)

Keyphrases

loss function
pairwise
support vector
solution path
logistic regression
learning to rank
risk minimization
boosting framework
boosting algorithms
bayes rule
convex loss functions
special case
regularization term
stochastic gradient descent
hinge loss
empirical risk