Adversarial Parameter Defense by Multi-Step Risk Minimization.

Zhiyuan Zhang Ruixuan Luo Xuancheng Ren Qi Su Liangyou Li Xu Sun

Published in: CoRR (2021)

Keyphrases

multi step
risk minimization
loss function
empirical risk
lower bounding
single step
uniform convergence
line search
k nearest neighbor
knn
generalization error
transaction costs
tumor classification
learning algorithm
weight vector