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Posts by Stefano Sarao Mannelli

Two Analytical Connectionism-related updates:

1. โฐ 1 week left to apply! Interested in language + AI & cognition? Donโ€™t miss it: www.analytical-connectionism.net/school/2026/

2. ๐Ÿ“œ Lecture notes from the first two editions are finally out: proceedings.mlr.press/v320/

1 week ago 7 2 0 1

Deadline is on April 17th!

Apply before it's too late โฐ

2 weeks ago 0 0 0 0
UCL โ€“ University College London UCL is consistently ranked as one of the top ten universities in the world (QS World University Rankings 2010-2022) and is No.2 in the UK for research power (Research Excellence Framework 2021).

Postdoc opening!

Come work with us on deep learning theory relevant to AI safety

Deadline: 7 Apr 2026
Details and application: www.ucl.ac.uk/work-at-ucl/...

2 weeks ago 18 6 2 0

โ€‹โฐ Only three weeks left to apply!

โ€‹This year the school focuses on one of the most active frontiers at the intersection of AI and CogSci: Language Acquisition.

โ€‹Join our incredible lineup of speakers and start new interdisciplinary collaborations
๐Ÿ‘‡

www.analytical-connectionism.net/school/2026/

3 weeks ago 5 1 0 0

Want to build the future of trustworthy AI?

โ€‹If you have a strong quantitative background and care deeply about AI Safety, we want you on our team.

โ€‹โฐ Less than two weeks left to apply! Come join the lab ๐Ÿ‘‡

1 month ago 5 4 0 0

Join us! We are opening many postdoc positions both in London and in Gothenburg!

London
๐Ÿ”—www.lesswrong.com/posts/GTt33CasvWjxxazJw/...
๐Ÿ“… deadline: March 26th

Gothenburg
๐Ÿ”— www.chalmers.se/en/about-cha...
๐Ÿ“… deadline: April 1st

1 month ago 6 3 0 0

Local organiser: Flavio Nicoletti
School directors: @eringrant.me, me
Advisors: @sueyeonchung.bsky.social, @saxelab.bsky.social

2 months ago 2 0 0 0

Frontier lecturers: Marco Baroni, Francesco Cagnetta, @brloureiro.bsky.social, @kanishka.bsky.social, @isabelpapad.bsky.social, Luca Saglietti, @asayeed.bsky.social, @lksamuel.bsky.social, @kennysmithed.bsky.social, @summerfieldlab.bsky.social

2 months ago 3 0 1 0

Core lecturers: @michaelbiehl.bsky.social, @carorowland.bsky.social, Paul Smolensky

2 months ago 2 0 1 0
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๐Ÿ“ข Weโ€™re now accepting applications for the 2026 School on Analytical Connectionism dedicated this year to Language Acquisition.

๐Ÿ“ Gothenburg, Sweden

๐Ÿ—“๏ธ August 17โ€“28, 2026

โ˜ ๏ธ Apply by April 17!

๐Ÿ”— analytical-connectionism.net/school/2026/

๐Ÿ‘‡ Meet the experts joining us this summer!

2 months ago 20 8 1 3
Vacancies

Hiring 2 Postdocs to work on Theoretical Foundations of AI Safety at Chalmers in Gothenburg ๐ŸŒฒ๐ŸŒŠ

If you have a background in Physics, Math, or ML and want to tackle AI alignment at a fundamental level alongside UCL, apply below!

๐Ÿ”— Apply: www.chalmers.se/en/about-cha...
๐Ÿ”ฌ Lab: stefsmlab.github.io

2 months ago 7 2 0 2

๐Ÿšจ #CCN2026 Proceedings submissions are open!
CCN 2026 again features an 8-page Proceedings track (alongside extended abstracts). Accepted papers will appear in CCN-Proceedings (CCNโ€‘P) with DOIs on OpenReview.

2 months ago 33 22 1 6
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It is a great pleasure to host the Workshop in Advancements in High-Dimensional Methods for Machine Learning next week at Chalmers/GU!

We have a great set of speakers, and I look forward to the talks and discussions!

๐Ÿ”— chalmers.se/en/current/c...

10 months ago 4 0 0 0
Preview
RL Perceptron: Generalization Dynamics of Policy Learning in High Dimensions A solvable model for reinforcement learning, the RL perceptron, provides a mathematical framework to analyze learning dynamics, revealing key efficiency factors and a speed-accuracy trade-off that can...

Our paper just came out in PRX!

Congrats to Nishil Patel and the rest of the team*

TL;DR: We analyse policy learning through the lens of statphys, revealing distinct scaling regimes with sharp transitions.

๐Ÿ”— journals.aps.org/prx/abstract...

*Seb Lee @sebgoldt.bsky.social @saxelab.bsky.social

11 months ago 11 4 0 1

The first poster is actually #460, but I am actually still queueing at the registration.
First memorable experience of this ICLR is the longest queue of my life. ๐Ÿ˜…

11 months ago 1 0 0 0

Here at #ICLR2025 and it's going to be a busy week!
1. Today at 10am, Optimal Protocols for Continual Learning via Statistical Physics and Control Theory, Poster #342
2. Tomorrow at 10am, A Theory of Initialisation's Impact on Specialisation Poster, #342
3. Speaking at the SCSLWorkshop on Monday.

11 months ago 4 0 1 0

Less than 10 days to apply to the last edition of the Analytical Connectionism summer school!

Deadline: April 18th ๐Ÿšจ

Apply here www.analytical-connectionism.net/school/2025/

Where? London, UK. When? Aug 25-Sep 5.

1 year ago 3 3 0 0

I really enjoyed working on this. What started as a reproducibility issue ended up revealing a more complex picture of mean-field dynamics than I originally thought, making me rethink the specialisation phenomenon.

Soon at @iclr-conf.bsky.social!

๐Ÿ”— openreview.net/forum?id=RQz...

1 year ago 7 1 0 0
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14th Nordic Workshop on Statistical Physics: Biological, Complex and Non-Equilibrium Systems Venue Nordita, Stockholm, Sweden Scope This workshop series provides a โ€œforumโ€ where scientists in the Nordic countries working in the area of Statistical Physics can meet regularly. The meeting bring...

Excited to meet for the first time and exchange ideas with fellow Nordic statistical physicists next week @NorditaSweden
Workshop on StatPhys!

I'll be presenting our research on ML bias through the lens of disordered systems.

๐ŸŒ indico.fysik.su.se/event/8942/

1 year ago 2 0 0 0
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and @sainsburywellcome.bsky.social ๐Ÿ™

1 year ago 1 0 0 0

Special thanks to our speakers: Remi Monasson, Tim Rogers, Tali Sharot, Merav Ahissar, Xuechunzi Bai, Marco Baity-Jesi, Mathew Diamond, Lasana Harris, Tiago Maia, Angela Radulescu, Levent Sagun, and Fanny Yang.

And sponsors: @gatsbyucl.bsky.social and @neuroinformatics.dev

1 year ago 0 0 0 0

Happy to announce that the Analytical Connectionism summer school is back!

This year we'll dive into "bias" across ML, Neuroscience, and Psychology.

๐Ÿ“† Aug 25-Sep 5
๐Ÿ—บ๏ธ London, UK
๐ŸŒ www.analytical-connectionism.net/school/2025/

Applications are open!

1 year ago 11 5 2 1
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ML methods are an asset in analysing numerically glassy dynamics - a notoriously difficult physics problem. If you want to know more on recent results and future directions, check out our "Roadmap on machine learning glassy dynamics", just appeared on Nature Reviews www.nature.com/articles/s42...

1 year ago 9 2 0 1
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Looking for a PhD in Cognitive Science, Cognitive Neuroscience or related in Germany? One week left to apply for the Max Planck School of Cognition: cognition.maxplanckschools.org/en/application
#PsychSciSky #compneurosky #neuroskyence #NeuroAI #Neuroimaging

1 year ago 54 35 1 1
At the Crossroads of AI and Cognitive Science Artificial Intelligence (AI) and Cognitive Science (CogSci) have always had a very fruitful interaction over decades. On the one hand, AI takes its inspirationโ€ฆ

First post on ๐Ÿฆ‹!

Next week, Iโ€™ll speak about Curriculum Learning at the workshop "At the Crossroads of AI and Cognitive Science". Join me if you are in the area! ๐Ÿ”— www.chalmers.se/en/current/c...

1 year ago 3 0 0 0