Search Results for author: Sukrita Singh

Found 1 papers, 0 papers with code

Distribution-free risk assessment of regression-based machine learning algorithms

no code implementations5 Oct 2023 Sukrita Singh, Neeraj Sarna, Yuanyuan Li, Yang Li, Agni Orfanoudaki, Michael Berger

We solve the risk-assessment problem using the conformal prediction approach, which provides prediction intervals that are guaranteed to contain the true label with a given probability.

Conformal Prediction Prediction Intervals +1

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