no code implementations • 23 Feb 2024 • Jieren Deng, Aaron Palmer, Rigel Mahmood, Ethan Rathbun, Jinbo Bi, Kaleel Mahmood, Derek Aguiar
Achieving resiliency against adversarial attacks is necessary prior to deploying neural network classifiers in domains where misclassification incurs substantial costs, e. g., self-driving cars or medical imaging.
no code implementations • 12 Oct 2022 • Aaron Palmer, Zhiyi Chi, Derek Aguiar, Jinbo Bi
Goodness of fit (GoF) hypothesis tests provide a measure of statistical indistinguishability between the latent distribution and a target distribution class.
1 code implementation • 22 Aug 2017 • Chao Shang, Aaron Palmer, Jiangwen Sun, Ko-Shin Chen, Jin Lu, Jinbo Bi
Especially, when certain samples miss an entire view of data, it creates the missing view problem.