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algarciacast.bsky.social
Alejandro García
@algarciacast.bsky.social
480 followers 140 following 2 posts
PhD candidate at @amlab.bsky.social focusing on Geometry-informed Machine Learning 🤖 https://agarciacast.github.io
agarciacast.github.io
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algarciacast.bsky.social
Alejandro García @algarciacast.bsky.social · Dec 7
Very happy to share our new paper that will appear in @unireps.bsky.social

We show improvements of zero-shot model stitching through invariance to symmetries in parameter space, and topological regularization of the latent spaces

more info below 👇
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Reposted by Alejandro García
algarciacast.bsky.social
Alejandro García @algarciacast.bsky.social · Dec 7
Come and check out our poster on the UniReps workshop at @neuripsconf.bsky.social !

Thanks again to the amazing Giovanni Marchetti, Martina Scolamiero, and Danica Kragic ❤️

See more at: arxiv.org/abs/2409.10967
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Reposted by Alejandro García
amlab.bsky.social
AMLab @amlab.bsky.social · Dec 9
♻️Learning Symmetries via Weight-sharing with Doubly Stochastic Tensors

by Putri van der Linden, @algarciacast.bsky.social, @sharvaree.bsky.social, Thijs P. Kuipers, @erikjbekkers.bsky.social

🪪https://neurips.cc/virtual/2024/poster/96699
📜https://arxiv.org/abs/2412.04594

🧵9/ 12
Learning Symmetries via Weight-Sharing with Doubly Stochastic Tensors
Group equivariance has emerged as a valuable inductive bias in deep learning, enhancing generalization, data efficiency, and robustness. Classically, group equivariant methods require the groups of in...
arxiv.org
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algarciacast.bsky.social
Alejandro García @algarciacast.bsky.social · Dec 7
Come and check out our poster on the UniReps workshop at @neuripsconf.bsky.social !

Thanks again to the amazing Giovanni Marchetti, Martina Scolamiero, and Danica Kragic ❤️

See more at: arxiv.org/abs/2409.10967
4 12
algarciacast.bsky.social
Alejandro García @algarciacast.bsky.social · Dec 7
Very happy to share our new paper that will appear in @unireps.bsky.social

We show improvements of zero-shot model stitching through invariance to symmetries in parameter space, and topological regularization of the latent spaces

more info below 👇
1 7 24
Reposted by Alejandro García
amlab.bsky.social
AMLab @amlab.bsky.social · Nov 21
Meet our Lab's members: staff, postdocs and PhD students! :)

With this starter pack you can easily connect with us and keep up to date with all the member's research and news 🦋

go.bsky.app/8EGigUy
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Reposted by Alejandro García
olgatticus.bsky.social
Olga Zaghen @olgatticus.bsky.social · Nov 20
A starter pack for researchers interested in Geometric Deep Learning - in the broadest sense possible!

Let me know if you would like to be listed. :)

Thanks @sharvaree.bsky.social for the idea!

go.bsky.app/7h8sek
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Reposted by Alejandro García
howard.fm
Jeremy Howard @howard.fm · Nov 19
The thingie that brings over your twitter followers worked jolly well for me. Very cool! I am following another 500 people now thanks to that…
chromewebstore.google.com/detail/sky-f...
Sky Follower Bridge - Chrome Web Store
Instantly find and follow the same users from your Twitter follows on Bluesky.
chromewebstore.google.com
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Reposted by Alejandro García
amlab.bsky.social
AMLab @amlab.bsky.social · Nov 19
Hi everyone! This is AMLab :)
Looking forward to share our research here on 🦋 !
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