Search Results for author:
Found 5 papers, 3 papers with code
Selecting informative conformal prediction sets with false coverage rate control
We consider here the case where such prediction sets come after a selection process.
Transductive conformal inference with adaptive scores
Conformal inference is a fundamental and versatile tool that provides distribution-free guarantees for many machine learning tasks.
Adaptive novelty detection with false discovery rate guarantee
This paper studies the semi-supervised novelty detection problem where a set of "typical" measurements is available to the researcher.
False membership rate control in mixture models
In this paper the approach is revisited in an unsupervised mixture model framework and the purpose is to develop a method that comes with the guarantee that the false membership rate (FMR) does not exceed a pre-defined nominal level $\alpha$.
Empirical Bayes cumulative $\ell$-value multiple testing procedure for sparse sequences
In the sparse sequence model, we consider a popular Bayesian multiple testing procedure and investigate for the first time its behaviour from the frequentist point of view.
Statistics Theory Statistics Theory 62G10 (Primary) 62C12 (Secondary)
