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23–27 Jun 2014
Niels Bohr Institute
Europe/Copenhagen timezone

Model free data fitting

27 Jun 2014, 17:00
20m
Aud A (NBI)

Aud A

NBI

Speaker

Mr Jeppe Trøst Nielsen (NBI / NBIA)

Description

A short description of how we try to circumvent the inherent problems of fitting data without a model, specifically using artificial neural networks is presented. Inspired by methods form PDF-estimation, I present a method for deriving honest error estimates from MC methods. Our motivation in the present study is from cosmology, mainly the Hubble diagram and accoustic oscillations.

Primary author

Mr Jeppe Trøst Nielsen (NBI / NBIA)

Presentation materials

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