Search Results for author: Stefan Buehler

Found 2 papers, 0 papers with code

Defensive Perception: Estimation and Monitoring of Neural Network Performance under Deployment

no code implementations11 Aug 2023 Hendrik Vogt, Stefan Buehler, Mark Schutera

To address this, we propose to encapsulate the neural network under deployment within an uncertainty estimation envelope that is based on the epistemic uncertainty estimation through the Monte Carlo Dropout approach.

Autonomous Driving Semantic Segmentation

Dynamic Monopoly Pricing With Multiple Varieties: Trading Up

no code implementations16 Aug 2021 Stefan Buehler, Nicolas Eschenbaum

This paper studies dynamic monopoly pricing for a class of settings that includes multiple durable, multiple rental, or a mix of varieties.

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