Affiliation:
1. Cluster of Excellence: Machine Learning: New Perspectives for Science University of Tübingen Tübingen Germany
2. Department of Theoretical Philosophy Utrecht University Utrecht The Netherlands
Abstract
AbstractIssues of reliability are claiming center‐stage in the epistemology of machine learning. This paper unifies different branches in the literature and points to promising research directions, whilst also providing an accessible introduction to key concepts in statistics and machine learning – as far as they are concerned with reliability.
Funder
Deutsche Forschungsgemeinschaft
Nederlandse Organisatie voor Wetenschappelijk Onderzoek
Carl-Zeiss-Stiftung