Search Results for author: Michael Berger

Found 2 papers, 1 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

Towards an objective characterization of an individual's facial movements using Self-Supervised Person-Specific-Models

1 code implementation15 Nov 2022 Yanis Tazi, Michael Berger, Winrich A. Freiwald

We propose self-supervised Person-Specific Models (PSMs), in which one model per individual can learn to extract an embedding of the facial movements independently of the person's identity and other structural facial characteristics from unlabeled facial video.

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