13 citations · 13 across the 1 of their papers we have counts for
2 papers
cs.LG2022★ 1 cited
Learning Representations Robust to Group Shifts and Adversarial Examples
Ming-Chang Chiu, Xuezhe Ma
Despite the high performance achieved by deep neural networks on various tasks, extensive studies have demonstrated that small tweaks in the input could fail the model predictions.…
cs.LG2016★ 13 cited
Dropout with Expectation-linear Regularization
Xuezhe Ma, Yingkai Gao, Zhiting Hu +3
Dropout, a simple and effective way to train deep neural networks, has led to a number of impressive empirical successes and spawned many recent theoretical investigations. However…