Kenji Nagata

According to our database, Kenji Nagata authored at least 15 papers between 2003 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Sequential Experimental Design for Spectral Measurement: Active Learning Using a Parametric Model.

Tomohiro Nabika, Kenji Nagata, Shun Katakami, Masaichiro Mizumaki, Masato Okada

CoRR, 2023

2018

Bayesian Spectral Deconvolution Based on Poisson Distribution: Bayesian Measurement and Virtual Measurement Analytics (VMA).

Kenji Nagata, Yoh-ichi Mototake, Rei Muraoka, Takehiko Sasaki, Masato Okada

CoRR, 2018

2016

Simultaneous estimation of noise variance and number of peaks in Bayesian spectral deconvolution.

Satoru Tokuda, Kenji Nagata, Masato Okada

CoRR, 2016

2012

Bayesian spectral deconvolution with the exchange Monte Carlo method.

Kenji Nagata, Seiji Sugita, Masato Okada

Neural Networks, 2012

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

Miki Aoyagi, Kenji Nagata

Neural Comput., 2012

2008

Exchange Monte Carlo Sampling From Bayesian Posterior for Singular Learning Machines.

Kenji Nagata, Sumio Watanabe

IEEE Trans. Neural Networks, 2008

Asymptotic behavior of exchange ratio in exchange Monte Carlo method.

Kenji Nagata, Sumio Watanabe

Neural Networks, 2008

Design of Exchange Monte Carlo Method for Bayesian Learning in Normal Mixture Models.

Kenji Nagata, Sumio Watanabe

Proceedings of the Advances in Neuro-Information Processing, 15th International Conference, 2008

2007

Experimental Analysis of Exchange Ratio in Exchange Monte Carlo Method.

Kenji Nagata, Sumio Watanabe

Proceedings of the Neural Information Processing, 14th International Conference, 2007

Algebraic Geometric Study of Exchange Monte Carlo Method.

Kenji Nagata, Sumio Watanabe

Proceedings of the Artificial Neural Networks, 2007

Analysis of Exchange Ratio for Exchange Monte Carlo Method.

Kenji Nagata, Sumio Watanabe

Proceedings of the IEEE Symposium on Foundations of Computational Intelligence, 2007

2006

The Exchange Monte Carlo Method for Bayesian Learning in Singular Learning Machines.

Kenji Nagata, Sumio Watanabe

Proceedings of the International Joint Conference on Neural Networks, 2006

Generalization Performance of Exchange Monte Carlo Method for Normal Mixture Models.

Kenji Nagata, Sumio Watanabe

Proceedings of the Intelligent Data Engineering and Automated Learning, 2006

A Model Selection Method Based on Bound of Learning Coefficient.

Keisuke Yamazaki, Kenji Nagata, Sumio Watanabe, Klaus-Robert Müller

Proceedings of the Artificial Neural Networks, 2006

2003

Design of Precompensator of Linear Multivariable Systems for the Diagonal Interactor using Markov Parameters.

Yashuhiko Mutoh, Kenji Nagata

Proceedings of the IASTED International Conference on Modelling, Simulation and Optimization, 2003