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Jonas Köhler

@jonkhler.argmin.xyz
2.9K followers 288 following 135 posts

web @ argmin.xyz interests: machine learning, ai4science, algorithms, coding member of technical staff @ cusp.ai past @ MSR, DeepMind, MPI-IS home @ Heimbach (Gilserberg), Berlin, Europe born @ 353 ppm block toxicity he/him

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Reposted by Jonas Köhler
Michele Invernizzi @invemichele.bsky.social · 09/05/2025
We have a job opening at Peptone.io for an ML researcher. Come help us find new ways to understand and drug intrinsically disordered proteins (IDPs), it's a very interesting and important problem! Link in the reply ↓
Overlayed configurations of a small molecule binding (?) to an unstructured protein
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Jonas Köhler @jonkhler.argmin.xyz · 19/04/2025
Spending the Easter days prepping for #ICLR2025 in #singapore 😍🤩 If you want to meet/catch up on #CuspAI #AI4Science #MachineLearning and/or ML for #materials / #simulation ping me.! DMs are open :) My lovely colleagues Sina, @sindylowe.bsky.social and Govert are around too!
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Guillaume Bellec @bellecguill.bsky.social · 04/01/2025
The blog post of the late Felix Hill is powerful. Stress for AI researchers today is real. I did not know Felix Hill and I am sorry for those who did. This story is perhaps a reminder for students, postdocs, founders and researchers to take care of their well being. medium.com/@felixhill/2...
medium.com
200bn Weights of Responsibility
The Stress of Working in Modern AI
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Jonas Köhler @jonkhler.argmin.xyz · 31/12/2024
Unreal landscapes ❤️
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Jonas Köhler @jonkhler.argmin.xyz · 28/12/2024
🤔🤔
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Jonas Köhler @jonkhler.argmin.xyz · 26/12/2024
@imtd.bsky.social convinced me to turn my homepage into a blog. Not much content yet... Let's see if I stick to it: argmin.xyz.
argmin.xyz
a blog
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Jonas Köhler @jonkhler.argmin.xyz · 25/12/2024
And today, happy Hanukkah 🕎❤️
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Jonas Köhler @jonkhler.argmin.xyz · 25/12/2024
Fun challenge that is apparently hard for LLMs (at least all those I could get my hands on): solving carefully drafted anagrams! New ARC challenge? :D PS: credits go to family Lehmann from Kassel who invent those ridiculously hard Xmas puzzles every year!
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Jonas Köhler @jonkhler.argmin.xyz · 24/12/2024
Merry Christmas! ❤️🌲
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Jonas Köhler @jonkhler.argmin.xyz · 20/12/2024
Segment radixsort, prefixsums and pointwise transforms are just OPed on GPUs. The amount of throughput you can get on a single cheap device is ridiculous! And you can implement so much crazy stuff with just that. ❤️
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Bálint Máté @balintmate.bsky.social · 17/12/2024
hello bluesky! we have a new preprint on solvation free energies: tl;dr: We define an interpolating density by its sampling process, and learn the corresponding equilibrium potential with score matching. arxiv.org/abs/2410.15815 with @francois.fleuret.org and @tbereau.bsky.social (1/n)
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Jonas Köhler @jonkhler.argmin.xyz · 06/12/2024
Awesome work! Amazing to see this out :)
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David Ho @davidho.bsky.social · 25/02/2024
“Sorry”
Underwater photograph of a large whale with a diver in the background, next to an article title that reads "WHAT'S THE FIRST THING WE SHOULD SAY TO THE WHALES?" by Ross Andersen.
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Max Schambach @maxschambach.bsky.social · 02/12/2024
I’ll be at NeurIPS next week –happy to connect! Hit me up if you’d like to meet up and chat :) (tabular deep learning; in-context learning; SSL; AI in EU; politics; where to get good coffee/food; your favourite Parks and Rec moment; …)
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Jonas Köhler @jonkhler.argmin.xyz · 01/12/2024
lets do #rust this year :) #AdventOfCode adventofcode.com/2024/day/1
adventofcode.com
Day 1 - Advent of Code 2024
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Jonas Köhler @jonkhler.argmin.xyz · 01/12/2024
Every two days I get this "invalid handle" label for my custom handle @jonkhler.argmin.xyz (using the DNS TXT config). This seems to be a bug - whenever I reset it, it's fine for another bunch of days. Anyone else experiencing this? If so, what's the cause/fix? #bluesky @jay.bsky.team
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Gabriel Peyré @gabrielpeyre.bsky.social · 30/11/2024
I wrote a summary of the main ingredients of the neat proof by Hugo Lavenant that diffusion models do not generally define optimal transport. github.com/mathematical...
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Sander Dieleman @sedielem.bsky.social · 30/11/2024
The link between diffusion models and optimal transport is still a bit of an enigma to me. One thing that's clear: different diffusion models trained on similar datasets tend to recover similar mappings. If these are generally not OT, in what sense are they optimal instead?
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François Fleuret @francois.fleuret.org · 29/11/2024
I find strange that engineering the gradient radically to learn better is not a whole field.
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Kosta Derpanis @csprofkgd.bsky.social · 28/11/2024
See who has blocked you 🫣 and added you to a list on Bluesky. clearsky.app
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Jonas Köhler @jonkhler.argmin.xyz · 28/11/2024
cuda level programming is fun - but also makes me curse a lot :D
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Max Schambach @maxschambach.bsky.social · 28/11/2024
I mean, we all know who the only true gold standard for AI publications is, and by that measure it’s not looking good!
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David Ho @davidho.bsky.social · 28/11/2024
In summary…
two-panel meme with Drake in a red jacket. The top panel shows him disapprovingly gesturing with the caption "Complaining about paywalled journalism." The bottom panel shows an approving gesture with the caption “Complaining about paywalled academic articles”.
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Megan Stanley @megstanley.bsky.social · 27/11/2024
Super excited and proud of the new additions to Aurora! Check them out here :)
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Jonas Köhler @jonkhler.argmin.xyz · 28/11/2024
Hm. Seems like deep learning is approaching the wall 🤔
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Just Jack @just-jack-1.bsky.social · 25/11/2024
Going over to X now feels like having to check the mold infestation in your basement.
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Jonas Köhler @jonkhler.argmin.xyz · 22/11/2024
That's cool stuff! I see many great applications. For fun: use it to connect to Google scholar so that you know the others person h-index? 😂 www.bluesky-labelers.io
bluesky-labelers.io
Labels are a way to categorize content and users on BlueSky. They are part of the moderation tools but they can be do lots of interesting things like foster community.
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Simon Willison @simonwillison.net · 22/11/2024
I am utterly delighted by this subversive use of the Bluesky label feature, where you can subscribe to a custom app that then adds visible labels to profiles This one shows you which posh expensive private school British public figures attended, plus their current fees bsky.app/profile/dadd...
bsky.app
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David Pfau @davidpfau.com · 22/11/2024
What this misses is that major changes that Elon made changed it from an open forum to an extremely distorted two-tier system - primarily boosting bluecheck replies to the top of every interaction. People with different beliefs can come here too, but they'll interact on a more level field.
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grumpybavarian.bsky.social @grumpybavarian.bsky.social · 20/11/2024
Beyond excited to introduce AlphaQubit, now published in Nature! AlphaQubit is a neural network for quantum error correction and achieves state-of-the-art accuracy on simulated and real-world data.
nature.com
Learning high-accuracy error decoding for quantum processors - Nature
A recurrent, transformer-based neural network, called AlphaQubit, learns high-accuracy error decoding to suppress the errors that occur in quantum systems, opening the prospect of using neural-network...
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Jay 🦋 @jay.bsky.team · 19/11/2024
5. Bluesky's team consists of about 20 full-time employees. That's a million users here per employee now 🤯 Also, we're hiring! bsky.social/about/join
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Jonas Köhler @jonkhler.argmin.xyz · 19/11/2024
Congratulazioni @cecclementi.bsky.social !!!
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Ben Miller @bkmi.bsky.social · 19/11/2024
Yesterday was my first day at FAIR Chemistry as a research scientist. Looking for interns for summer 2025!
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Jonas Köhler @jonkhler.argmin.xyz · 19/11/2024
📣🔥Last chance to submit your work for the @iclr-conf.bsky.social 2025 Blogpost Track! The deadline is November 22, 2024, at 23:59 AOE—don’t miss it! For any inquiries, feel free to reach out to us at: iclr-blogpost-track@googlegroups.com. iclr.cc/Conferences/... #MachineLearning
iclr.cc
Call for Blog Posts
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Alfredo Canziani @alfcnz.bsky.social · 18/11/2024
Hey, @bsky.app @support.bsky.team, is there a way for you to shorten the displayed usernames when trailed by “bsky.social”? If someone has some other domain name, then fine, show that, but if we're using the default domain, can we get rid of these lengthy string of characters?
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Vertaix (AI&Science Lab at Princeton University) @vertaix.bsky.social · 17/11/2024
Hello World! We look forward to sharing our science on this platform 🐯 #AI4Science #Vertaix #Princeton
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Jonas Köhler @jonkhler.argmin.xyz · 18/11/2024
Max Welling (@wellingmax.bsky.social) landed and needs followers! ;)
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ICLR Conference @iclr-conf.bsky.social · 16/11/2024
Hello World!
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Gabriele Corso @gcorso.bsky.social · 17/11/2024
Thrilled to announce Boltz-1, the first open-source and commercially available model to achieve AlphaFold3-level accuracy on biomolecular structure prediction! An exciting collaboration with Jeremy, Saro, and an amazing team at MIT and Genesis Therapeutics. A thread!
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Alfredo Canziani @alfcnz.bsky.social · 17/11/2024
Yeah, it looks like we’re moving away from the dead bird. I loved Twitter. The reality is that it’s long gone. So, we can stop mourning and start over.
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Michael Booth @drmikebooth.bsky.social · 17/11/2024
Do not confuse... chemsky
molecule called arsole on the left, picture of elon musk on the right
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Carl T. Bergstrom @carlbergstrom.com · 16/11/2024
The experience at Twitter has been miserable for years because when you try to have an intelligent discussion, these assholes show up and start flinging their own feces. I have no interest in creating an echo chamber, but there’s no need to live like that. Mod lists like this one are priceless.
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Marwin Segler @marwinsegler.bsky.social · 16/11/2024
I’ve heard it to be referred to as “the truth”. How does it do on ozone again? 😜
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Frank Noe @franknoe.bsky.social · 16/11/2024
tweet-tweet
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Sander Dieleman @sedielem.bsky.social · 16/11/2024
I'm in two minds about this... keep the same handle as on the 🐦 site, or switch to @sander.ai? Ideally I'd like to have both, but that doesn't seem to be an option 🤷 (Thanks to @drib.net for the suggestion!)
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Jonas Köhler @jonkhler.argmin.xyz · 16/11/2024
This seems to get some serious traction here on the butterfly. Amazing 😍 Let's do another round of convincing all our friends!! 😄 #science #machinelearning #ai4science
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Jonas Köhler @jonkhler.argmin.xyz · 16/11/2024
Fun Saturday chillout with mmap, nanobind and dlpack 🤓
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