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Martin Trapp

@trappmartin

Assistant Prof in Prob ML @ KTH ๐Ÿ‡ธ๐Ÿ‡ช WASP Fellow & ELLIS Member Ex: Aalto Uni ๐Ÿ‡ซ๐Ÿ‡ฎ, TU Graz ๐Ÿ‡ฆ๐Ÿ‡น, originally ๐Ÿ‡ฉ๐Ÿ‡ช. โ€” https://trappmartin.github.io/ โ€” Reliable ML | UQ | Bayesian DL | tractability & PCs

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Latest posts by Martin Trapp @trappmartin

After those excellent suggestions, I wonder why not write a script to crawl all my arxiv submissions, update their reference lists with every โ€œrelevantโ€ paper, push to arxiv and do this automatically every month.

06.03.2026 08:39 ๐Ÿ‘ 4 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0

Sparked by a humorous comment here, I wonder how people self-cite?

I have seen people citing almost every paper they publish, people asking to be cited because of group affiliation, and people who self-cite fairly little, incl. myself. Whatโ€™s your approach and why?

06.03.2026 07:51 ๐Ÿ‘ 9 ๐Ÿ” 1 ๐Ÿ’ฌ 3 ๐Ÿ“Œ 1
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Up to ten postdoc fellows in technologies for digital transformation | Digital Futures Purpose Digital Futures postdoc fellowships aim to support talented early-career international researchers in pursuing their research ideas within a new research group and institution. As this is a mo...

If you are interested working with me as a postdoc on probabilistic machine learning, please consider reaching out and applying for the postdoc call by digital futures (link below).

๐Ÿ”— www.digitalfutures.kth.se/call/up-to-t...

10.02.2026 22:12 ๐Ÿ‘ 10 ๐Ÿ” 5 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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"He is from [MASK] [MASK]" โ†’ "San York"? dLLMs fail because they ignore token dependencies. This Factorization Barrier arises from a structural misspecification: models are restricted to fully factorized outputs. We break this barrier with CoDD, enabling coherent parallel generation. ๐Ÿš€

04.03.2026 06:25 ๐Ÿ‘ 18 ๐Ÿ” 5 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 4
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2026 Flatiron Institute Center for Computational Astrophysics Pre-Doctoral Program How to Apply 2026 Flatiron Institute Center for Computational Astrophysics Pre-Doctoral Program How to Apply on Simons Foundation

Are you a grad student interested in computational #astrophysics? Check out our upcoming #FlatironCCA Pre-Doctoral Program โ€” applications are due March 13, 2026. https://www.simonsfoundation.org/2023-flatiron-institute-center-for-computational-astrophysics-pre-doctoral-programhow-to-apply/ #science

02.03.2026 17:01 ๐Ÿ‘ 3 ๐Ÿ” 2 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0

If you missed the @auai.org deadline but have some awesome work you wanna share with the world, #ProbML submissions deadline is just around the corner! And itโ€™s in Seoul ๐Ÿ‡ฐ๐Ÿ‡ท, meaning good food is guaranteed.

26.02.2026 16:04 ๐Ÿ‘ 10 ๐Ÿ” 2 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0

In light of the current funding situation (worldwide), a modest proposal: instead of pouring billions of dollars into GenAI claiming "it *could* accelerate science and research," consider putting 1% of that amount in what *will* accelerate science and research. Namely, funding science and research.

26.02.2026 12:44 ๐Ÿ‘ 71 ๐Ÿ” 8 ๐Ÿ’ฌ 9 ๐Ÿ“Œ 2

Same here. In the past, I used Vim almost exclusively, but now that I donโ€™t do this anymore, I am out of training and not fast enough for larger code bases.

26.02.2026 06:48 ๐Ÿ‘ 3 ๐Ÿ” 0 ๐Ÿ’ฌ 2 ๐Ÿ“Œ 0
HIIT: Postdoctoral Fellow positions in Computer Science | HIIT We welcome applications across all areas in Computer Science, including

We are looking for Postdoctoral Fellows to join the Helsinki region IT research community.The deadline for applications is March 22nd, 2026 at 11:59 PM (23:59 UTC+02:00) More info in the ๐Ÿ”—
www.hiit.fi/hiit-postdoc... #EarlyCareerResearcher #AcademicSky #postdocposition

25.02.2026 11:28 ๐Ÿ‘ 4 ๐Ÿ” 4 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0

I would definitely agree and have been telling folks this for a long time, but stopped as the Python fan base can be somewhat difficult at times.

24.02.2026 23:00 ๐Ÿ‘ 0 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0

There seems to be some reasonably active library on this out there: github.com/THU-BPM/Mark..., which again I have not tested.

Watermarking LLM output is of course not bulletproof, but seems to gain some adoption. So I assume it works to some extent. (I am not an expert on this)

24.02.2026 06:54 ๐Ÿ‘ 1 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0

There are several approaches for this (see watermarking LLMs), some of which are actively used by major ML conferences, notably ICML is one of them. I donโ€™t know which ones are the best and would need to look into it myself too.

24.02.2026 06:44 ๐Ÿ‘ 1 ๐Ÿ” 0 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0
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a red warning light is lit up in front of a building ALT: a red warning light is lit up in front of a building

The #ECCV2026 paper registration deadline is THIS WEEK!

NO registration by the deadline โ†’ NO submission. NO exceptions.
Deadline details are available on the webpage.

Deadlines: eccv.ecva.net/Conferences/...

23.02.2026 16:28 ๐Ÿ‘ 4 ๐Ÿ” 6 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 1

Two days to StanCon 202 oral presentation abstract submission deadline!!!

23.02.2026 15:28 ๐Ÿ‘ 2 ๐Ÿ” 3 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0

Probably, but it also makes it much easier to identify those that are โ€œcheatingโ€ (assuming LLM use is not allowed) by watermarking assignments.

23.02.2026 15:54 ๐Ÿ‘ 2 ๐Ÿ” 0 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0
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An Incomplete List of Robotics Benchmarks Another paper roundup from the backlog, with some notes

A list of robot benchmarks and datasets and some notes on them! A quick blog post to give some color to my last few posts on how robot policy evaluation is done

Benchmarking robotics is an interesting topic with still no good answers. open.substack.com/pub/itcanthi...

20.02.2026 21:40 ๐Ÿ‘ 21 ๐Ÿ” 5 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0

How to make me feel old, without telling me that I am old.

19.02.2026 15:47 ๐Ÿ‘ 2 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0

โ€ฆ 4 weeks laterโ€ฆ [exhausted voice] โ€œsee, itโ€™s easyโ€

19.02.2026 13:54 ๐Ÿ‘ 2 ๐Ÿ” 0 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0

@cpaxton.bsky.social might know.

19.02.2026 07:17 ๐Ÿ‘ 0 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0

What do you use for the slides? Asking for a friend.

17.02.2026 22:44 ๐Ÿ‘ 0 ๐Ÿ” 0 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0

I think composable models are the future, and it would be great to have more tools for building composable models. This is a nice talk about the benefits

17.02.2026 15:15 ๐Ÿ‘ 20 ๐Ÿ” 4 ๐Ÿ’ฌ 2 ๐Ÿ“Œ 0

From the years I lived in Wien, I can confirm that Austria is the motherland of titles.

17.02.2026 07:28 ๐Ÿ‘ 2 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0

Same here ๐Ÿ™ˆ

17.02.2026 07:22 ๐Ÿ‘ 2 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0

๐Ÿšจ Just over a week to go! Submissions close on February 25.
โœจ There's still time to submit: but don't miss it!

๐Ÿ‘‰ auai.org/uai2026/call...

16.02.2026 13:46 ๐Ÿ‘ 6 ๐Ÿ” 3 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0

๐Ÿ˜ฑ

15.02.2026 22:11 ๐Ÿ‘ 1 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
Cricket on the left, Cycling on the right

Cricket on the left, Cycling on the right

If anyone ever tries to recruit me to move to London, they can wine and dine and try to impress me, or they can just take me to my favorite bookstore, Foyles, and remind me that these two stacks are next to each other.

15.02.2026 17:06 ๐Ÿ‘ 33 ๐Ÿ” 1 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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Secretary of State Marco Rubio at the Munich Security Conference - United States Department of State SECRETARY RUBIO:ย  Thank you very much.ย  We gather here today as members of a historic alliance, an alliance that saved and changed the world.ย  When this conference began in 1963, it was in a nation โ€“ ...

Erinnerungspolitische Bezรผge in Rubios Rede werden mit Gaulands "Vogelschiss" verglichen. Doch Rubio geht weiter: Europa liegt bei ihm vรถllig unvermittelt "in ruins", der NS spielt in seiner Geschichtspolitik nicht mal mehr eine Vogelschiss-Rolle, er bleibt ganz auรŸen vor.

"For five centuries,
1/5

15.02.2026 09:51 ๐Ÿ‘ 666 ๐Ÿ” 337 ๐Ÿ’ฌ 21 ๐Ÿ“Œ 32
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a cartoon of snoopy holding a pair of scissors with the words happy valentine 's day written below him ALT: a cartoon of snoopy holding a pair of scissors with the words happy valentine 's day written below him

Guidelines on "Generative AI Considerations" have been clarified accordingly here: icml.cc/Conferences/.... If you have further questions, don't hesitate to reach out to the program chairs at program-chairs@icml.cc.

And happy Valentine's Day from ICML! โค๏ธ 4/4

14.02.2026 19:52 ๐Ÿ‘ 4 ๐Ÿ” 1 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0

There has been some online discussion of prompt watermarks in ICML submissions.

tl;dr:
- Yes, this is one of the *conference*'s (several) scientific integrity measures
- Yes, it's not infalliable (but it still helps)
- No, your paper won't be desk rejected as a result 1/4

14.02.2026 19:52 ๐Ÿ‘ 11 ๐Ÿ” 4 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0

If you are in Italy, consider chatting with Andrea Pilzer from NVIDIAโ€”a great guy and an ex-Olympiad.

14.02.2026 18:51 ๐Ÿ‘ 1 ๐Ÿ” 0 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0