May 31, 2019 17:30

Abstract

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

More Information

Date June 6, 2019 (Thu) 13:00 - 14:30
URL https://c5dc59ed978213830355fc8978.doorkeeper.jp/events/92733

Venue

〒223-8522 3-14-1 Hiyoshi, Kohoku-ku, Yokohama-shi, Kanagawa