Alejandro García (@algarciacast.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

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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... https://arxiv.org/abs/2412.04594