Gabriel Missael Barco

MIRA: A Score for Conditional Distribution Accuracy and Model Comparison

We present Mira, a method for estimating the expected probability that samples from a candidate conditional distribution match the true, unknown conditional distribution, for which only data-label pairs are available. We derive theoretical bounds obtained when the candidate distribution matches the …