Aadyot Bhatnagar

Improved Online Conformal Prediction via Strongly Adaptive Online Learning

2023 · arXiv (Cornell University)

We study the problem of uncertainty quantification via prediction sets, in an online setting where the data distribution may vary arbitrarily over time. Recent work develops online conformal prediction techniques that leverage regret minimization algorithms …