Leveraging Uncertainty from Deep Learning for Trustworthy Material Discovery Workflows

por Zhang, Jize, Kailkhura, Bhavya, Han, T. Yong-Jin
Publicado 2021

Preventing Failures by Dataset Shift Detection in Safety-Critical Graph Applications

por Song, Hoseung, Thiagarajan, Jayaraman J., Kailkhura, Bhavya
Publicado 2021

Editorial: Safe and Trustworthy Machine Learning

por Kailkhura, Bhavya, Chen, Pin-Yu, Lin, Xue, Li, Bo
Publicado 2021

Attribution-Driven Explanation of the Deep Neural Network Model via Conditional Microstructure Image Synthesis

por Liu, Shusen, Kailkhura, Bhavya, Zhang, Jize, Hiszpanski, Anna M., Robertson, Emily, Loveland, Donald, Zhong, Xiaoting, Han, T. Yong-Jin
Publicado 2022