Alejandro GarcΓ­a's Avatar

Alejandro GarcΓ­a

@algarciacast.bsky.social

PhD candidate at @amlab.bsky.social focusing on Geometry-informed Machine Learning πŸ€– https://agarciacast.github.io

482 Followers  |  140 Following  |  2 Posts  |  Joined: 17.11.2024  |  1.723

Latest posts by algarciacast.bsky.social on Bluesky

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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

07.12.2024 13:48 β€” πŸ‘ 12    πŸ” 4    πŸ’¬ 0    πŸ“Œ 0
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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...

♻️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

πŸͺͺhttps://neurips.cc/virtual/2024/poster/96699
πŸ“œhttps://arxiv.org/abs/2412.04594

🧡9/ 12

09.12.2024 13:24 β€” πŸ‘ 10    πŸ” 2    πŸ’¬ 1    πŸ“Œ 1
Post image

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

07.12.2024 13:48 β€” πŸ‘ 12    πŸ” 4    πŸ’¬ 0    πŸ“Œ 0
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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 πŸ‘‡

07.12.2024 13:48 β€” πŸ‘ 24    πŸ” 7    πŸ’¬ 1    πŸ“Œ 0

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 πŸ¦‹

go.bsky.app/8EGigUy

21.11.2024 21:22 β€” πŸ‘ 25    πŸ” 9    πŸ’¬ 1    πŸ“Œ 0

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

20.11.2024 15:35 β€” πŸ‘ 98    πŸ” 20    πŸ’¬ 34    πŸ“Œ 3
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Sky Follower Bridge - Chrome Web Store Instantly find and follow the same users from your Twitter follows on Bluesky.

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...

19.11.2024 10:28 β€” πŸ‘ 150    πŸ” 11    πŸ’¬ 13    πŸ“Œ 4

Hi everyone! This is AMLab :)
Looking forward to share our research here on πŸ¦‹ !

19.11.2024 16:00 β€” πŸ‘ 26    πŸ” 5    πŸ’¬ 1    πŸ“Œ 0

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