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20192023
most citedUncertainty quantification for wide-bin unfolding: one-at-a-time strict bounds and prior-optimized confidence intervals

8 citations · 22 across the 10 of their papers we have counts for

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2 papers · 1 filter

stat.ME2023

Confidence Intervals for Error Rates in 1:1 Matching Tasks: Critical Statistical Analysis and Recommendations

Riccardo Fogliato, Pratik Patil, Pietro Perona

Matching algorithms are commonly used to predict matches between items in a collection. For example, in 1:1 face verification, a matching algorithm predicts whether two face images…

stat.ME2023★ 7 cited

Extrapolated cross-validation for randomized ensembles

Jin-Hong Du, Pratik Patil, Kathryn Roeder +1

Ensemble methods such as bagging and random forests are ubiquitous in various fields, from finance to genomics. Despite their prevalence, the question of the efficient tuning of en…