Buddhika Nettasinghe, Samrat Chatterjee, Ramakrishna Tipireddy, Mahantesh M. Halappanavar. Extending Conformal Prediction to Hidden Markov Models with Exact Validity via de Finetti's Theorem for Markov Chains. In Andreas Krause 0001, Emma Brunskill, KyungHyun Cho, Barbara Engelhardt, Sivan Sabato, Jonathan Scarlett, editors, International Conference on Machine Learning, ICML 2023, 23-29 July 2023, Honolulu, Hawaii, USA. Volume 202 of Proceedings of Machine Learning Research, pages 25890-25903, PMLR, 2023. [doi]
@inproceedings{NettasingheCTH23,
title = {Extending Conformal Prediction to Hidden Markov Models with Exact Validity via de Finetti's Theorem for Markov Chains},
author = {Buddhika Nettasinghe and Samrat Chatterjee and Ramakrishna Tipireddy and Mahantesh M. Halappanavar},
year = {2023},
url = {https://proceedings.mlr.press/v202/nettasinghe23a.html},
researchr = {https://researchr.org/publication/NettasingheCTH23},
cites = {0},
citedby = {0},
pages = {25890-25903},
booktitle = {International Conference on Machine Learning, ICML 2023, 23-29 July 2023, Honolulu, Hawaii, USA},
editor = {Andreas Krause 0001 and Emma Brunskill and KyungHyun Cho and Barbara Engelhardt and Sivan Sabato and Jonathan Scarlett},
volume = {202},
series = {Proceedings of Machine Learning Research},
publisher = {PMLR},
}