Miki Aoyagi

According to our database, Miki Aoyagi authored at least 11 papers between 2005 and 2024.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of five.

2024

Consideration on the learning efficiency of multiple-layered neural networks with linear units.

Miki Aoyagi

Neural Networks, 2024

2019

Learning Coefficient of Vandermonde Matrix-Type Singularities in Model Selection.

Miki Aoyagi

Entropy, 2019

Learning Coefficients and Information Criteria.

Miki Aoyagi

Proceedings of the Fuzzy Systems and Data Mining V, 2019

2013

Consideration on Singularities in Learning Theory and the Learning Coefficient.

Miki Aoyagi

Entropy, 2013

2012

Learning Coefficient of Generalization Error in Bayesian Estimation and Vandermonde Matrix-Type Singularity.

Miki Aoyagi, Kenji Nagata

Neural Comput., 2012

2010

Asymptotic analysis of Bayesian generalization error with Newton diagram.

Keisuke Yamazaki, Miki Aoyagi, Sumio Watanabe

Neural Networks, 2010

Stochastic Complexity and Generalization Error of a Restricted Boltzmann Machine in Bayesian Estimation.

Miki Aoyagi

J. Mach. Learn. Res., 2010

2007

Resolution of Singularities and Stochastic Complexity of Complete Bipartite Graph-Type Spin Model in Bayesian Estimation.

Miki Aoyagi, Sumio Watanabe

Proceedings of the Modeling Decisions for Artificial Intelligence, 2007

2006

Eye direction by stereo image processing using corneal reflection on an iris.

Kumiko Tsuji, Miki Aoyagi

Proceedings of the Second IASTED International Conference on Computational Intelligence, 2006

Generalization error of three layered learning model in bayesian estimation.

Miki Aoyagi, Sumio Watanabe

Proceedings of the Second IASTED International Conference on Computational Intelligence, 2006

2005

Stochastic complexities of reduced rank regression in Bayesian estimation.

Miki Aoyagi, Sumio Watanabe

Neural Networks, 2005