Miki Aoyagi

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 3

Top Topics

Learning Problems

Top Venues

Neural Networks

Publications

Miki Aoyagi
Consideration on the learning efficiency of multiple-layered neural networks with linear units. Neural Networks 172 (2024)
Miki Aoyagi
Learning Coefficients and Information Criteria. FSDM (2019)
Miki Aoyagi
Learning Coefficient of Vandermonde Matrix-Type Singularities in Model Selection. Entropy 21 (6) (2019)
Miki Aoyagi
Consideration on Singularities in Learning Theory and the Learning Coefficient. Entropy 15 (9) (2013)
Miki Aoyagi, Kenji Nagata
Learning Coefficient of Generalization Error in Bayesian Estimation and Vandermonde Matrix-Type Singularity. Neural Comput. 24 (6) (2012)
Miki Aoyagi
Stochastic Complexity and Generalization Error of a Restricted Boltzmann Machine in Bayesian Estimation. J. Mach. Learn. Res. 11 (2010)
Keisuke Yamazaki, Miki Aoyagi, Sumio Watanabe
Asymptotic analysis of Bayesian generalization error with Newton diagram. Neural Networks 23 (1) (2010)
Miki Aoyagi, Sumio Watanabe
Resolution of Singularities and Stochastic Complexity of Complete Bipartite Graph-Type Spin Model in Bayesian Estimation. MDAI (2007)
Miki Aoyagi, Sumio Watanabe
Generalization error of three layered learning model in bayesian estimation. Computational Intelligence (2006)
Kumiko Tsuji, Miki Aoyagi
Eye direction by stereo image processing using corneal reflection on an iris. Computational Intelligence (2006)
Miki Aoyagi, Sumio Watanabe
Stochastic complexities of reduced rank regression in Bayesian estimation. Neural Networks 18 (7) (2005)