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 ↓
Jonas Köhler
@jonkhler.argmin.xyz
web @ https://argmin.xyz interests: machine learning, ai4science, algorithms, coding member of technical staff @ https://cusp.ai past @ MSR, DeepMind, MPI-IS home @ Heimbach (Gilserberg), Berlin, Europe born @ 353 ppm block toxicity he/him
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!
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...
200bn Weights of Responsibility
The Stress of Working in Modern AI
medium.com
@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.
a blog
argmin.xyz
Tim Davidson@imtd.bsky.social · 2y agoany chance at a sweet blogpost at some point ?! O_o
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!
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. ❤️
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)
Awesome work! Amazing to see this out :)
Frank Noe@franknoe.bsky.social · 2y agoSuper excited to preprint our work on developing a Biomolecular Emulator (BioEmu): Scalable emulation of protein equilibrium ensembles with generative deep learning from @msftresearch.bsky.social ch AI for Science. www.biorxiv.org/content/10.1...
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; …)
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
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...
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?
Gabriel Peyré@gabrielpeyre.bsky.social · 2y agoI 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...
I find strange that engineering the gradient radically to learn better is not a whole field.
cuda level programming is fun - but also makes me curse a lot :D
I mean, we all know who the only true gold standard for AI publications is, and by that measure it’s not looking good!
Super excited and proud of the new additions to Aurora! Check them out here :)
@parisperdikaris.bsky.social · 2y ago🎉Excited to announce major new breakthroughs in our Aurora foundation model! Our team (@cbodnar.com, @wessel.ai, @megstanley.bsky.social, @a-lucic.bsky.social, Anna Vaughan) has achieved unprecedented results across multiple Earth system forecasting tasks. Here's what's new... 🧵
Going over to X now feels like having to check the mold infestation in your basement.
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
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.
bluesky-labelers.io
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
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.
The Globe and Mail@theglobeandmail.com · 2y agoOpinion - The problem with Bluesky: It won’t broaden our horizons: In the wake of Donald Trump’s election win, the social-media platform has enjoyed a surge of new users looking for an alternative to Elon Musk’s X. But will it be useful, if it just creates an echo chamber for the left?
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.
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...
nature.com