LatentCP builds finite-sample-valid uncertainty sets for instance-specific latent distributional parameters by inverting a conformal response set through a known forward model, with an e-value based multilevel aggregation for efficiency.
Two-dimensionalθdata-generating mechanisms.For all four families,X∼ N(0, I2)
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
dataset 1
citation-polarity summary
fields
stat.ME 1years
2026 1verdicts
CONDITIONAL 1roles
dataset 1polarities
use dataset 1representative citing papers
citing papers explorer
-
Beyond Predicting Responses: Conformal Inference for Latent Distributional Parameters
LatentCP builds finite-sample-valid uncertainty sets for instance-specific latent distributional parameters by inverting a conformal response set through a known forward model, with an e-value based multilevel aggregation for efficiency.