Alejandro García
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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
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Reposted by Alejandro García
algarciacast.bsky.social
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
December 7, 2024 at 1:48 PM
Reposted by Alejandro García
amlab.bsky.social
♻️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
December 9, 2024 at 1:24 PM
algarciacast.bsky.social
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
December 7, 2024 at 1:48 PM