Conformal Predictive Distributions with Kernels. - Vladimir Vovk; Ilia Nouretdinov; Valery Manokhin; Alex Gammerman (Braverman Readings in Machine Learning, 2017)

Multi-class probabilistic classification using inductive and cross Venn-Abers predictors. - Valery Manokhin (COPA, 2017)

Cross-conformal predictive distributions. - Vladimir Vovk; Ilia Nouretdinov; Valery Manokhin; Alexander Gammerman (COPA, 2018)

Nonparametric predictive distributions based on conformal prediction. - Vladimir Vovk; Jieli Shen; Valery Manokhin; Min-ge Xie (Mach. Learn., 2019)

Computationally efficient versions of conformal predictive distributions. - Vladimir Vovk; Ivan Petej; Ilia Nouretdinov; Valery Manokhin; Alexander Gammerman (Neurocomputing, 2020)

A Review and Comparative Analysis of Univariate Conformal Regression Methods. - Jie Bao; Nicolò Colombo; Valery Manokhin; Suqun Cao; Rui Luo (COPA, 2025)