2 papers
stat.ML2018
Regularization Effect of Fast Gradient Sign Method and its Generalization
Chandler Zuo
Fast Gradient Sign Method (FGSM) is a popular method to generate adversarial examples that make neural network models robust against perturbations. Despite its empirical success, i…
stat.ME2017
Calibration for Stratified Classification Models
Chandler Zuo
In classification problems, sampling bias between training data and testing data is critical to the ranking performance of classification scores. Such bias can be both unintentiona…