Kenji Nagata

Publication Activity (10 Years)

Years Active: 2003-2023
Publications (10 Years): 3

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Publications

Tomohiro Nabika, Kenji Nagata, Shun Katakami, Masaichiro Mizumaki, Masato Okada
Sequential Experimental Design for Spectral Measurement: Active Learning Using a Parametric Model. CoRR (2023)
Kenji Nagata, Yoh-ichi Mototake, Rei Muraoka, Takehiko Sasaki, Masato Okada
Bayesian Spectral Deconvolution Based on Poisson Distribution: Bayesian Measurement and Virtual Measurement Analytics (VMA). CoRR (2018)
Satoru Tokuda, Kenji Nagata, Masato Okada
Simultaneous estimation of noise variance and number of peaks in Bayesian spectral deconvolution. CoRR (2016)
Miki Aoyagi, Kenji Nagata
Learning Coefficient of Generalization Error in Bayesian Estimation and Vandermonde Matrix-Type Singularity. Neural Comput. 24 (6) (2012)
Kenji Nagata, Seiji Sugita, Masato Okada
Bayesian spectral deconvolution with the exchange Monte Carlo method. Neural Networks 28 (2012)
Kenji Nagata, Sumio Watanabe
Design of Exchange Monte Carlo Method for Bayesian Learning in Normal Mixture Models. ICONIP (1) (2008)
Kenji Nagata, Sumio Watanabe
Asymptotic behavior of exchange ratio in exchange Monte Carlo method. Neural Networks 21 (7) (2008)
Kenji Nagata, Sumio Watanabe
Exchange Monte Carlo Sampling From Bayesian Posterior for Singular Learning Machines. IEEE Trans. Neural Networks 19 (7) (2008)
Kenji Nagata, Sumio Watanabe
Analysis of Exchange Ratio for Exchange Monte Carlo Method. FOCI (2007)
Kenji Nagata, Sumio Watanabe
Experimental Analysis of Exchange Ratio in Exchange Monte Carlo Method. ICONIP (2) (2007)
Kenji Nagata, Sumio Watanabe
Algebraic Geometric Study of Exchange Monte Carlo Method. ICANN (1) (2007)
Kenji Nagata, Sumio Watanabe
Generalization Performance of Exchange Monte Carlo Method for Normal Mixture Models. IDEAL (2006)
Keisuke Yamazaki, Kenji Nagata, Sumio Watanabe, Klaus-Robert Müller
A Model Selection Method Based on Bound of Learning Coefficient. ICANN (2) (2006)
Kenji Nagata, Sumio Watanabe
The Exchange Monte Carlo Method for Bayesian Learning in Singular Learning Machines. IJCNN (2006)
Yashuhiko Mutoh, Kenji Nagata
Design of Precompensator of Linear Multivariable Systems for the Diagonal Interactor using Markov Parameters. Modelling, Simulation, and Optimization (2003)