This paper applies conformal prediction to derive predictive distributions that are valid under
a nonparametric assumption. Namely, we introduce and explore predictive distribution …

Most existing examples of full conformal predictive systems, split conformal predictive
systems, and cross-conformal predictive systems impose severe restrictions on the …

Conformal predictive systems are a recent modification of conformal predictors that output, in
regression problems, probability distributions for labels of test observations rather than set …

This paper describes conformal predictive systems that are universally consistent in the
sense of being consistent under any data-generating distribution, assuming that the …

Рассматривается задача вероятностного прогнозирования в режиме онлайн.
Вероятностные прогнозы получены в результате применения систем конформного …