Sergey N. Pozdnyakov

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 6

Top Topics

Machine Learning

Top Venues

Mach. Learn. Sci. Technol.

Publications

Marcel F. Langer, Sergey N. Pozdnyakov, Michele Ceriotti
Probing the effects of broken symmetries in machine learning. CoRR (2024)
Jigyasa Nigam, Sergey N. Pozdnyakov, Kevin K. Huguenin-Dumittan, Michele Ceriotti
Completeness of Atomic Structure Representations. CoRR (2023)
Filippo Bigi, Sergey N. Pozdnyakov, Michele Ceriotti
Wigner kernels: body-ordered equivariant machine learning without a basis. CoRR (2023)
Sergey N. Pozdnyakov, Michele Ceriotti
Smooth, exact rotational symmetrization for deep learning on point clouds. CoRR (2023)
Sergey N. Pozdnyakov, Michele Ceriotti
Incompleteness of graph neural networks for points clouds in three dimensions. Mach. Learn. Sci. Technol. 3 (4) (2022)
Sergey N. Pozdnyakov, Michele Ceriotti
Incompleteness of graph convolutional neural networks for points clouds in three dimensions. CoRR (2022)