Mattias Villani's Avatar

Mattias Villani

@matvil.bsky.social

Professor of Statistics at Stockholm University. 25+ years of Bayes and still excited. Big fan of Julialang, Observable and Linux. ๐Ÿ‡ฎ๐Ÿ‡น+๐Ÿ‡ธ๐Ÿ‡ช

730 Followers  |  300 Following  |  81 Posts  |  Joined: 10.09.2023  |  1.9241

Latest posts by matvil.bsky.social on Bluesky


So the world will continue to wonder why 'Aki prefers student_t(3,0,1), something about some shape of some curve, he put it on the blackboard and I can't remember'. ๐Ÿ˜‚

22.12.2025 23:59 โ€” ๐Ÿ‘ 6    ๐Ÿ” 0    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0

Excellent illustration!

21.12.2025 11:41 โ€” ๐Ÿ‘ 1    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
Preview
Uncertainty in the LLM era - Science, more than scale Today's AI narrative is anchored in scale, and models are far from textbook statistical modeling. And yet, the plague that are hallucination shows us th…

Uncertainty in the LLM era - Science, more than scale
speakerdeck.com/gaelvaroquau...

My #EurIPS keynote, on scale, uncertainty, and narratives in AI

05.12.2025 14:54 โ€” ๐Ÿ‘ 25    ๐Ÿ” 5    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 4
A close up of the trophy for the "prix science ouverte du logiciel libre de recherche, รฉdition 2025" (open science prize for free research software, 2025 edition)

A close up of the trophy for the "prix science ouverte du logiciel libre de recherche, รฉdition 2025" (open science prize for free research software, 2025 edition)

My baby #JuliaLang package got an award!
DifferentiationInterface.jl just received a national prize for open-source research software and I couldn't be prouder. We started this from a vague dream with @adrianhill.de, and reached 1000 dependents and 100k downloads last month.
Research != just papers.

02.12.2025 09:55 โ€” ๐Ÿ‘ 89    ๐Ÿ” 13    ๐Ÿ’ฌ 10    ๐Ÿ“Œ 1
Vacancies

We are recruiting a PhD student at Chalmers University of Technology, Gothenburg, Sweden.
The project explores Bayesian Experimental Design for real-time, risk-aware trajectory planning in autonomous driving, combining Bayesian inference and optimal control

Apply by November 30
tinyurl.com/4mr6u79y

04.11.2025 14:01 โ€” ๐Ÿ‘ 7    ๐Ÿ” 4    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 1

Do this, if you can! Your work will reach thousands of thankful Bayesians.

03.11.2025 22:13 โ€” ๐Ÿ‘ 3    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
Post image

Well, at least before I got these crayons, apparently made out of angel tears.

01.11.2025 12:36 โ€” ๐Ÿ‘ 4    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
Post image

Photo of me after an intensive Bayes lecture at the blackboard.

01.11.2025 12:32 โ€” ๐Ÿ‘ 1    ๐Ÿ” 0    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0

Very nice 70 page intro to Julia in these notes. Well done!

12.10.2025 20:52 โ€” ๐Ÿ‘ 5    ๐Ÿ” 0    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0
Preview
Julia v1.12.0 has been released The Julia developers are pleased to announce the release of Julia v1.12.0, the twelfth minor release in the 1.x series. Some folks put together a blog post highlighting some of the most exciting new f...

Julia v1.12 is out ๐ŸŽˆ๐Ÿ™ƒ

#JuliaLang

discourse.julialang.org/t/julia-v1-1...

08.10.2025 19:15 โ€” ๐Ÿ‘ 16    ๐Ÿ” 2    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

Great to see the forecast package from R in native Julia.
One less use case for RCall.jl in my workflow.

28.09.2025 12:10 โ€” ๐Ÿ‘ 4    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

This is a wonderful side-by-side comparison!

24.09.2025 15:31 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

So me and my buddy chatGPT are now into using Lua filters in the Quarto YAML to hook into the pandoc AST to modify the inline LaTeX at compile time to convert LaTeX syntax to things that render correctly to html.

It works, that is all I can tell you.

24.09.2025 11:12 โ€” ๐Ÿ‘ 3    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

"Spotify for Linux is a labor of love from our engineers that wanted to listen to Spotify on their Linux development machines. They work on it in their spare time and it is currently not a platform that we actively support."

Honest, but weird when you have the money and passionate people.

#linux

22.09.2025 09:18 โ€” ๐Ÿ‘ 2    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

Tell me more! Do NeurIPS and ICML accept Typst source files now?

20.09.2025 17:25 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
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We also wish a pleasant weekend to the couriers who transform our parcels in their own way, #stats!

19.09.2025 15:02 โ€” ๐Ÿ‘ 9    ๐Ÿ” 2    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

Very sorry to hear that you are struggling, Cameron.

16.09.2025 22:04 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

Is just my imagination, or is the battery better again after last update? Feels so?

16.09.2025 14:32 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0

And the other way around.

13.09.2025 12:19 โ€” ๐Ÿ‘ 1    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

Yes, and there should be more cross-fertilization between Active learning in machine learning and experimental design in Statistics.

13.09.2025 09:58 โ€” ๐Ÿ‘ 2    ๐Ÿ” 0    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0

His fellow Nobel prize winner Tom Sargent uses Python and Julia.
www.tomsargent.com
I don't follow macro so closely nowadays, but my impression is that #julialang is getting popular, as it is the natural progression from Matlab (open source, fast and with linalg syntax similar to Matlab).

12.09.2025 22:07 โ€” ๐Ÿ‘ 1    ๐Ÿ” 1    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

Chris used to have this code only in Matlab, but added R versions some 15-20 years ago. He switched to R when the Mathworks started to get gready with also for academics (who popularized Matlab about economists).

12.09.2025 18:23 โ€” ๐Ÿ‘ 1    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

An excellent way to feel like a complete loser is to try to do something semi-advanced with LaTeX.

It is also a great way to waste an afternoon.

10.09.2025 14:23 โ€” ๐Ÿ‘ 14    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

Sounds wonderful!

06.09.2025 13:21 โ€” ๐Ÿ‘ 1    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

Very happy to see this! How many came to listen? What other talks were given in the session?

06.09.2025 10:40 โ€” ๐Ÿ‘ 2    ๐Ÿ” 0    ๐Ÿ’ฌ 2    ๐Ÿ“Œ 0
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Introduction to Julia for R users โ€“ Nicola Rennie This blog post will give R users an overview of what Julia is and why they might want to use it, introduce some data processing Julia packages, and show how they can incorporate Julia into existing R ...

If you're interested in learning #JuliaLang and are currently an #RStats user (or even if you're not!), then here's a little introduction to getting started! ๐Ÿ“Š

Blog post: nrennie.rbind.io/blog/introdu...

#QuartoPub #Julia @tidierjl.bsky.social

18.08.2025 20:12 โ€” ๐Ÿ‘ 130    ๐Ÿ” 44    ๐Ÿ’ฌ 5    ๐Ÿ“Œ 0
Bayesian Data Analysis course

My Bayesian Data Analysis course at Aalto is starting in 20mins. There are now 375 registered students, but as the course is not compulsory for most, I expect about 230 students to finish it. All the course material is available online at avehtari.github.io/BDA_course_A...

01.09.2025 10:54 โ€” ๐Ÿ‘ 72    ๐Ÿ” 13    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 3

Oh, that is quite sad. Sorry to hear that.

24.08.2025 00:59 โ€” ๐Ÿ‘ 1    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

What is the lost cinema? Another gem that closed down?

23.08.2025 11:57 โ€” ๐Ÿ‘ 1    ๐Ÿ” 0    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0

Yes, fair enough. I am just a little bitter that Twitter when away from us. I learned a lot of useful things from people when I was active on Twitter (and also on Google+ back in the days). Hopefully, this place can get close to that.

22.08.2025 15:10 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

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