Certifiably Byzantine-Robust Federated Conformal Prediction

M Kang, Z Lin, J Sun, C Xiao, B Li - arXiv preprint arXiv:2406.01960, 2024 - arxiv.org
Conformal prediction has shown impressive capacity in constructing statistically rigorous
prediction sets for machine learning models with exchangeable data samples. The siloed …
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Certifiably Byzantine-Robust Federated Conformal Prediction

M Kang, Z Lin, J Sun, C Xiao, B Li - Forty-first International Conference on … - openreview.net
Conformal prediction has shown impressive capacity in constructing statistically rigorous
prediction sets for machine learning models with exchangeable data samples. The siloed …

Certifiably Byzantine-Robust Federated Conformal Prediction

M Kang, Z Lin, J Sun, C Xiao, B Li - arXiv e-prints, 2024 - ui.adsabs.harvard.edu
Conformal prediction has shown impressive capacity in constructing statistically rigorous
prediction sets for machine learning models with exchangeable data samples. The siloed …

Certifiably Byzantine-Robust Federated Conformal Prediction

M Kang, Z Lin, J Sun, C Xiao, B Li - openreview.net
Conformal prediction has shown impressive capacity in constructing statistically rigorous
prediction sets for machine learning models with exchangeable data samples. The …