STATPHYS28

Presentation information

Cancelled

Parallel Session

Topic 8: Interdisciplinary and complex systems

Parallel Session [T8-11B]

Fri. Aug 11, 2023 1:00 PM - 2:00 PM Classroom 213 (#213 in Building 2 of the School of Engineering, 1F)

chair:Tsuyoshi Hondou, Rohta Takahashi

1:30 PM - 1:45 PM

[T8-11B-03] How deep neural networks learn the hierarchical structure of data

*Leonardo Petrini1, Francesco Cagnetta1, Umberto Maria Tomasini1, Alessandro Favero1, Matthieu Wyart1 (1. EPFL)

Keywords:deep learning, sample complexity, learning representations, hierarchical data, curse of dimensionality

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