8 citations · 10 across the 2 of their papers we have counts for
2 papers
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…
cond-mat.dis-nn2006★ 2 cited
Statistical Mechanics of Linear and Nonlinear Time-Domain Ensemble Learning
Seiji Miyoshi, Masato Okada
Conventional ensemble learning combines students in the space domain. In this paper, however, we combine students in the time domain and call it time-domain ensemble learning. We a…