Drew Prinster, Xing Han, Anqi Liu, Suchi Saria. WATCH: Adaptive Monitoring for AI Deployments via Weighted-Conformal Martingales. In Forty-second International Conference on Machine Learning, ICML 2025, Vancouver, BC, Canada, July 13-19, 2025. OpenReview.net, 2025. [doi]
@inproceedings{PrinsterHLS25,
title = {WATCH: Adaptive Monitoring for AI Deployments via Weighted-Conformal Martingales},
author = {Drew Prinster and Xing Han and Anqi Liu and Suchi Saria},
year = {2025},
url = {https://openreview.net/forum?id=GMjkK2CKx5},
researchr = {https://researchr.org/publication/PrinsterHLS25},
cites = {0},
citedby = {0},
booktitle = {Forty-second International Conference on Machine Learning, ICML 2025, Vancouver, BC, Canada, July 13-19, 2025},
publisher = {OpenReview.net},
}