212 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- The University of TokyoJP10 papers
- RIKEN Center for Brain ScienceJP8 papers
- RIKENJP7 papers
- Goethe University FrankfurtDE5 papers
- Frankfurt Institute for Advanced StudiesDE4 papers
- High Energy Accelerator Research OrganizationJP3 papers
- Kwansei Gakuin UniversityJP3 papers
- Kyoto UniversityJP3 papers
- Japan Atomic Energy AgencyJP2 papers
- Japan Science and Technology AgencyJP2 papers
- Kindai UniversityJP2 papers
- Kobe UniversityJP2 papers
Showing cs.LGShow all
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cs.LG2007★ 8 cited
Statistical Mechanics of Nonlinear On-line Learning for Ensemble Teachers
Hideto Utsumi, Seiji Miyoshi, Masato Okada
We analyze the generalization performance of a student in a model composed of nonlinear perceptrons: a true teacher, ensemble teachers, and the student. We calculate the generaliza…
cs.LG2006★ 9 cited
Statistical Mechanics of On-line Learning when a Moving Teacher Goes around an Unlearnable True Teacher
Masahiro Urakami, Seiji Miyoshi, Masato Okada
In the framework of on-line learning, a learning machine might move around a teacher due to the differences in structures or output functions between the teacher and the learning m…