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AIP math-sci team's seminar

Thu, 06 Jun 2019 13:00 - 14:30

Keio Univ. Yagami-campus, Building 14, Room 631 A/B

3-14-1 Kouhoku-ku, Hiyoshi, Yokohama 223-8522, JAPAN

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Speaker: Akiyoshi Sannai

Title: Approximation of group invariant functions by deep neural networks

Abstract: Maron et al proved that (finite) group invariant functions can be approximated by group invariant neural networks (On the universality of invariant networks, ICML'19).
I give a review of this paper. One of the technical key points is a theorem in algebra; the finite generation of invariant subrings, proved by Emmy Noether.

time: 13:00 - 14:00 + 30 min
place: Keio Univ. Yagami-campus Bldg.14th, 6F

room: 631 A/B

If you are interested in, please feel free to join.

Best regards,

Akiyoshi Sannai

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