Keio Univ. Yagami-campus, Building 14, Room 631 A/B
3-14-1 Kouhoku-ku, Hiyoshi, Yokohama 223-8522, JAPAN
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
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