2 papers
cs.LG2019
Computationally efficient versions of conformal predictive distributions
Vladimir Vovk, Ivan Petej, Ilia Nouretdinov +2
Conformal predictive systems are a recent modification of conformal predictors that output, in regression problems, probability distributions for labels of test observations rather…
cs.LG2017
Conformal predictive distributions with kernels
Vladimir Vovk, Ilia Nouretdinov, Valery Manokhin +1
This paper reviews the checkered history of predictive distributions in statistics and discusses two developments, one from recent literature and the other new. The first developme…