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The frontier of simulation-based inference
Louppe, Gilles
2021
 

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Abstract :
[en] Many domains of science have developed complex simulations to describe phenomena of interest. While these simulations provide high-fidelity models, they are poorly suited for inference and lead to challenging inverse problems. In this talk, we will review the rapidly developing field of simulation-based inference and identify the forces giving additional momentum to the field. Finally, we will describe how the frontier is expanding so that a broad audience can appreciate the profound influence these developments may have on science.
Disciplines :
Computer science
Mathematics
Author, co-author :
Louppe, Gilles  ;  Université de Liège - ULiège > Dép. d'électric., électron. et informat. (Inst.Montefiore) > Big Data
Language :
English
Title :
The frontier of simulation-based inference
Publication date :
26 March 2021
Event name :
Applied Statistics Workshop
Event organizer :
Catherine Legrand, UCLouvain
Event date :
March 26
Available on ORBi :
since 29 March 2021

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