Training the base regressor to minimize the (1−α)-quantile absolute error, as in EffOrt, empirically and theoretically yields shorter conformal prediction intervals without losing coverage.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
stat.ML 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
On Volume Minimization in Conformal Regression
Training the base regressor to minimize the (1−α)-quantile absolute error, as in EffOrt, empirically and theoretically yields shorter conformal prediction intervals without losing coverage.