6 citations · 6 across the 1 of their papers we have counts for
3 papers
cs.LG2026
CRPS-Optimal Binning for Univariate Conformal Regression
Paolo Toccaceli
We propose a method for non-parametric conditional distribution estimation based on partitioning covariate-sorted observations into contiguous bins and using the within-bin empiric…
cs.LG2019★ 6 cited
Conformal calibrators
Vladimir Vovk, Ivan Petej, Paolo Toccaceli +1
Most existing examples of full conformal predictive systems, split-conformal predictive systems, and cross-conformal predictive systems impose severe restrictions on the adaptation…
cs.LG2016
Conformal Predictors for Compound Activity Prediction
Paolo Toccacheli, Ilia Nouretdinov, Alexander Gammerman
The paper presents an application of Conformal Predictors to a chemoinformatics problem of identifying activities of chemical compounds. The paper addresses some specific challenge…