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Carl Allen

@carl-allen.bsky.social
2.3K followers 439 following 44 posts

Laplace Junior Chair, Machine Learning ENS Paris. (prev ETH Zurich, Edinburgh, Oxford..) Working on mathematical foundations/probabilistic interpretability of ML (what NNs learn🤷‍♂️, disentanglement🤔, king-man+woman=queen?👌…)

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Reposted by Carl Allen
Valérie Castin @vcastin.bsky.social · 31/01/2025
How do tokens evolve as they are processed by a deep Transformer? With José A. Carrillo, @gabrielpeyre.bsky.social and @pierreablin.bsky.social, we tackle this in our new preprint: A Unified Perspective on the Dynamics of Deep Transformers arxiv.org/abs/2501.18322 ML and PDE lovers, check it out!
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Carl Allen @carl-allen.bsky.social · 18/12/2024
Machine learning has made incredible breakthroughs, but our theoretical understanding lags behind. We take a step towards unravelling its mystery by explaining why the phenomenon of disentanglement arises in generative latent variable models. Blog post: carl-allen.github.io/theory/2024/...
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Carl Allen @carl-allen.bsky.social · 28/11/2024
If few-shot transfer is ur thing!
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Reposted by Carl Allen
Alex Thiery @alexxthiery.bsky.social · 23/11/2024
go.bsky.app/PFpnqeM
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Reposted by Carl Allen
Michael Tran @huytransformer1.bsky.social · 20/11/2024
go.bsky.app/7U9DDTv
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Carl Allen @carl-allen.bsky.social · 21/11/2024
Just wondering (very neutrally!)… if authors have to review as a condition of submitting themselves, but they then review in *clear bad faith*, should their own submissions be rejected as if they had not reviewed? 🤔 #ICLR2025 @iclr-conf.bsky.social
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Reposted by Carl Allen
Dan Neidle @danneidle.bsky.social · 31/10/2024
The Country Land and Business Association says the new £1m cap on agricultural inheritance tax relief will "harm 70,000 farms". That's 1/3 of all farms. What does the actual data show? Less than 500 farms/year will be pay more tax as a result of this change every year. Possibly as few as 100.
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