Post-selection inference for conformal prediction: Trading off coverage for precision

S Sarkar, AK Kuchibhotla - arXiv preprint arXiv:2304.06158, 2023 - arxiv.org
Conformal inference has played a pivotal role in providing uncertainty quantification for
black-box ML prediction algorithms with finite sample guarantees. Traditionally, conformal …

Post-selection Inference for Conformal Prediction: Trading off Coverage for Precision

S Sarkar, AK Kuchibhotla - arXiv e-prints, 2023 - ui.adsabs.harvard.edu
Conformal inference has played a pivotal role in providing uncertainty quantification for
black-box ML prediction algorithms with finite sample guarantees. Traditionally, conformal …