Joshua Bon

@bonstats

Statistics and related mathematical endeavours (he/him). Adelaide University. Opinions are my own and have a nonzero probability of being wrong.

Paris joshuabon.com Joined July 2018

423 Following 431 Followers 640 Posts

Latest posts 5

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Joshua Bon @bonstats Mar 8, 2023

Update of our Bayesian Score Calibration paper ahead of @bayescomp
- Multivariate corrections
- Helpful diagnostics
- New examples: correcting VI and approximate inference for SDEs
- New schematic

Graphical overview of Bayesian score calibration method

Joshua Bon @bonstats Nov 11, 2022

Really stoked to have this paper out in the wild!

We present a straight forward approach to simulation-based inference that can utilise approximate models.

Thanks to the great team @DavidJWarne David Nott @chris_drovandi that worked on this!

arxiv.org/abs/2211.05357

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Joshua Bon @bonstats Jul 13, 2023

SMC Down Under! Thanks to all the speakers, helpers and fellow organisers. What a week!
@QUTDataScience @AustMS @DiscoverAMSI

Three computational Bayesians with Monte Carlo biscuits

Joshua Bon @bonstats Jun 8, 2023

Cursed scientific accuracy

Joshua Bon @bonstats Mar 19, 2023

Thanks @bayescomp for a wonderful week! Great talks and amazing people. Hope to see you all soon!

0:04

Joshua Bon @bonstats Mar 15, 2023

🌪️ I will be talking on Twisted PFs today at @bayescomp !

3PM in the auditorium (instead of 4pm due to a speaker change)

Joshua Bon @bonstats Aug 9, 2022

“Monte Carlo twisting for particle filters” new preprint with @chris_drovandi & @awllee
arxiv.org/abs/2208.04288
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