Martin Trapp
@trappmartin.bsky.social
2.8K followers 580 following 360 posts
Assistant Prof in ML @ KTH 🇸🇪. Previous: Aalto University 🇫🇮, TU Graz 🇦🇹, originally from 🇩🇪. Doing: Reliable ML | uncertainty stuff | Bayesian stats | probabilistic circuits https://trappmartin.github.io/
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trappmartin.bsky.social
Discussions on AI have become very polarised nowadays. It’s unfortunate that you were affected by it. I, for my part, like what you seem to be doing and hope we can catch up sometime again in person.
Reposted by Martin Trapp
trappmartin.bsky.social
I can second that, I watched most of the introductory talks and liked them a lot. It’s a very informative series so far. I’m particularly happy to have finally learned a little bit about PAC Bayes.
Reposted by Martin Trapp
ellis.eu
📣 Call for contributions!

The ELLIS UnConference Workshops are looking for work on ProbML, generative models, LLMs for molecules & materials, AI for earth & climate, LLM safety & more.

🗓️ Deadline: Oct 10, 2025
🔗 Details: https://eurips.cc/ellis/

Free entrance with a #EurIPS ticket 🎟️
trappmartin.bsky.social
I agree, there are many risks associated with this, such as hypothermia, and I don’t recommend doing it if you aren’t well prepared and know what you’re doing.
trappmartin.bsky.social
Turns out swimming at night in 11 degrees cold water is fun. 🤩
trappmartin.bsky.social
Very well done podcast on climate change, risks related to it, and what is currently happening (or not happening) to tackle climate change.
overshootpod.bsky.social
Overshoot Episode 1: Uncharted Territory

If the world didn’t win, has it lost?

We meet the underdog diplomats who helped the world set the 1.5°C goal, and the champion sailors who can help us set a course for navigating what comes next

Listen to episode one now: open.spotify.com/episode/1bJl...
PART 1: Uncharted Territory
open.spotify.com
Reposted by Martin Trapp
Reposted by Martin Trapp
peterjelinek.bsky.social
Macron: "Es ist befremdlich, dass ein französischer Präsident nach Deutschland kommt, um zu erklären, dass die Demokratie zu unseren Herausforderungen zählt. Aber so weit sind wir inzwischen gekommen (...). Es geschieht etwas in unseren Ländern, ein Verfall unserer Demokratien.“

Treffend zum 3.10.
Reposted by Martin Trapp
eugenevinitsky.bsky.social
We're finally out of stealth: percepta.ai
We're a research / engineering team working together in industries like health and logistics to ship ML tools that drastically improve productivity. If you're interested in ML and RL work that matters, come join us 😀
Percepta | A General Catalyst Transformation Company
Transforming critical institutions using applied AI. Let's harness the frontier.
percepta.ai
trappmartin.bsky.social
I remember that at the JuliaCon in London (many years ago) there were Mathworks employees seeing what the “competition” is doing. Poor them. 🤣
Reposted by Martin Trapp
sethaxen.com
"I'm sure I don't have to tell you that #JuliaLang is awesome and Matlab is not" #HeardAtJuliaCon #JuliaCon
trappmartin.bsky.social
Want to work on Trustworthy AI? 🚀

I'm seeking exceptional candidates to apply for the Digital Futures Postdoctoral Fellowship to work with me on Uncertainty Quantification, Bayesian Deep Learning, and Reliability of ML Systems.

The position will be co-advised by Hossein Azizpour or Henrik Boström.
Home
Martin Trapp - Assistant Professor in Machine Learning at KTH Royal Institute of Technology.
trappmartin.github.io
trappmartin.bsky.social
EurIPS workshop on AmOrTIzED InfErENcE!!!1!
Reposted by Martin Trapp
Reposted by Martin Trapp
cameron.pfiffer.org
What are hot topics in the London AI scene? What are people thinking about? Voice? Knowledge graphs? Memory? Applied agents in finance/enterprise?
trappmartin.bsky.social
It’s apparently the UK and not the most beautiful climbing area in Germany. 😅 Damn, it looks so similar on the picture.
trappmartin.bsky.social
Wait, it’s not. It’s the UK according to Wikipedia. 🤦‍♂️
trappmartin.bsky.social
Thank you, this is gold.

Also, if someone wonders this is most likely the Elbsandsteingebirge, a famous trad climbing area at the border of Germany and the Czech Republic. Some of the most beautiful climbing there.
Reposted by Martin Trapp
chriswolfvision.bsky.social
TIL: 🤔

Extreme Ironing is an extreme sport in which people take ironing boards to remote locations and iron items of clothing.

"the latest dangerous sport that combines the thrills of an extreme outdoor activity with the satisfaction of a well-pressed shirt."

en.wikipedia.org/wiki/Extreme...
Reposted by Martin Trapp
mkirchhof.bsky.social
Many treat uncertainty = a number. At Apple, we're rethinking this: LLMs should output strings that reveal all information of their internal distributions. We find that Reasoning, SFT, CoT can't do it - yet. To get there, we introduce the SelfReflect benchmark.

arxiv.org/pdf/2505.20295