Roy Adams

According to our database, Roy Adams authored at least 6 papers between 2018 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

A bias evaluation checklist for predictive models and its pilot application for 30-day hospital readmission models.

H. Echo Wang, Matthew Landers, Roy Adams, Adarsh Subbaswamy, Hadi Kharrazi, Darrell J. Gaskin, Suchi Saria

J. Am. Medical Informatics Assoc., 2022

2021

Partial Identifiability in Discrete Data with Measurement Error.

Noam Finkelstein, Roy Adams, Suchi Saria, Ilya Shpitser

Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, 2021

Evaluating Model Robustness and Stability to Dataset Shift.

Adarsh Subbaswamy, Roy Adams, Suchi Saria

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

2020

Evaluating Model Robustness to Dataset Shift.

Adarsh Subbaswamy, Roy Adams, Suchi Saria

CoRR, 2020

2019

Learning Models from Data with Measurement Error: Tackling Underreporting.

Roy Adams, Yuelong Ji, Xiaobin Wang, Suchi Saria

Proceedings of the 36th International Conference on Machine Learning, 2019

2018

Learning Time Series Segmentation Models from Temporally Imprecise Labels.

Roy Adams, Benjamin M. Marlin

Proceedings of the Thirty-Fourth Conference on Uncertainty in Artificial Intelligence, 2018