Search Results for author: Juozas Vaicenavicius

Found 2 papers, 1 papers with code

Self-driving car safety quantification via component-level analysis

no code implementations2 Sep 2020 Juozas Vaicenavicius, Tilo Wiklund, Austė Grigaitė, Antanas Kalkauskas, Ignas Vysniauskas, Steven Keen

In this paper, we present a rigorous modular statistical approach for arguing safety or its insufficiency of an autonomous vehicle through a concrete illustrative example.

Evaluating model calibration in classification

1 code implementation19 Feb 2019 Juozas Vaicenavicius, David Widmann, Carl Andersson, Fredrik Lindsten, Jacob Roll, Thomas B. Schön

Probabilistic classifiers output a probability distribution on target classes rather than just a class prediction.

Classification Decision Making +1

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