Erik Bekkers
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erikjbekkers.bsky.social
Erik Bekkers
@erikjbekkers.bsky.social
780 followers 390 following 1 posts
AMLab, Informatics Institute, University of Amsterdam. ELLIS Scholar. Geometry-Grounded Representation Learning. Equivariant Deep Learning.
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Reposted by Erik Bekkers
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

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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...
arxiv.org
December 9, 2024 at 1:24 PM
Reposted by Erik Bekkers
amlab.bsky.social
Soon, @erikjbekkers.bsky.social and @davidmknigge.bsky.social will give a talk elaborating even further on geometry-grounded representation learning in a NeurReps seminar. Make sure to mark the date! :)

⏰ November 21st, 4 PM CET
🔗 www.neurreps.org/speaker-seri...
November 19, 2024 at 4:14 PM