Interpreting Generalized Bayesian Inference by Generalized Bayesian Inference

Rodemann, Julian ; Augustin, Thomas und de Heide, Rianne (11. Juli 2023): Interpreting Generalized Bayesian Inference by Generalized Bayesian Inference. 13th International Symposium on Imprecise Probabilities: Theories and Applications (ISIPTA 2023), Oviedo, Spain, 11-14 July, 2023.

Abstract

The concept of safe Bayesian inference [ 4] with learning rates [5 ] has recently sparked a lot of research, e.g. in the context of generalized linear models [ 2]. It is occasionally also referred to as generalized Bayesian inference, e.g. in [2 , page 1] – a fact that should let IP advocates sit up straight and take notice, as this term is commonly used to describe Bayesian updating of credal sets. On this poster, we demonstrate that this reminiscence extends beyond terminology.

• Dokumententyp: Konferenzbeitrag (Poster)
• Keywords: Bayesian Inference Safe Bayes Generalized Bayes Generalized Bayesian Inference Credal Sets
• Fakultät: Mathematik, Informatik und Statistik > Statistik > Lehrstühle/Arbeitsgruppen > Method(olog)ische Grundlagen der Statistik und ihre Anwendungen
• Themengebiete: 000 Informatik, Informationswissenschaft, allgemeine Werke > 004 Informatik ; 500 Naturwissenschaften und Mathematik > 510 Mathematik
• Sprache: Englisch