Machine Learning in Science

mackelab.bsky.social

28 September 2026 08:46

The Macke lab is back at @bernsteinneuro.bsky.social in Frankfurt! 🧠🪰 This year with 2 satellite workshop talks + 5 posters on mechanistic, connectome-constrained models of the fruit fly. All posters are joint work with @srinituraga.bsky.social. Come and say hi! 👋 Details 👇 (1/8)

Machine Learning in Science

mackelab.bsky.social

20 July 2026 15:17

PRISM: Model inference at scale. We infer joint posteriors over model structure & parameters, with test-time control of complexity via a tunable prior. 📄 arxiv.org/abs/2603.15292 by Manuel Gloeckler, @josepemanzano.bsky.social, @mristam.bsky.social, @coschroeder.bsky.social, @jakhmack.bsky.social

Machine Learning in Science

mackelab.bsky.social

26 June 2026 09:38

New paper: We recast automated scientific model discovery with LLMs as Bayesian inference! LLMs write code and carry domain knowledge, great for proposing models. The key idea: discovery is inference, not just generation. What distribution of models explains the data? 🧵 arxiv.org/abs/2602.18266

Jan Lause

janlause.bsky.social

10 June 2026 06:47

Meet Eyewire II: a new connectomic resource for the mouse retina. ~1 mm² of retina at nanometer resolution, with synapses and circuits of ca. 100,000 neurons, plus visual responses from the ~400 neurons shown in the video! Preprint: doi.org/10.64898/202... Data: eyewire.ai 🧠📈 🧠💻🧪 #VisionScience

Machine Learning in Science

mackelab.bsky.social

31 March 2026 09:07

Come and work with us! We have a PostDoc position at the intersection of ML and Biogeoscience within the TERRA excellence cluster @terra-cluster.org, w/ Senckenberg. Be part of a great ML and Geo community and use ML to investigate fire and its impact on global vegetation🔥 🌱🌳 www.mackelab.org/jobs/