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Sergey N. Pozdnyakov

Probing the effects of broken symmetries in machine learning

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Jun 25, 2024
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Smooth, exact rotational symmetrization for deep learning on point clouds

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May 30, 2023
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Wigner kernels: body-ordered equivariant machine learning without a basis

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Mar 07, 2023
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Completeness of Atomic Structure Representations

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Feb 28, 2023
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Incompleteness of graph convolutional neural networks for points clouds in three dimensions

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Jan 18, 2022
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