Ústav teorie informace a automatizace

Jste zde

Bibliografie

Research Report

Ockham's Razor from a Fully Probabilistic Design Perspective

Hoffmann A., Quinn Anthony

: ÚTIA AV ČR v. v. i.,, (Praha 2021)

: Research Report 2391

: GA18-15970S, GA ČR

: Ockham’s Razor, Hierarchical Fully Probabilistic Design, Parametric Inference, Fully Probabilistic Design

: http://library.utia.cas.cz/separaty/2021/AS/quinn-0552153.pdf

(eng): This research report investigates an approach to the design of an Ockham prior penalising parametric complexity in the Hierarchical Fully Probabilistic Design (HFPD) [1] setting. We identify a term which penalises the introduction of an additional parameter in the Wold decomposition. We also derive the objective Ockham Parameter Prior (OPI) in this context, based on earlier work [2], and we show that the two are, in fact, closely related. This confers validity on the HFPD Ockham term.

: BD

: 10103

07.01.2019 - 08:39