Kenji Nagata

17 papers B 1C 1Journal 9Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
Automatic Termination Strategy of Inelastic Neutron-scattering Measurement Using Bayesian Optimization for Bin-width Selection.
CoRR
Kensuke Muto, Hirotaka Sakamoto, Kenji Nagata, Taka-Hisa Arima, Masato Okada
2025 J jnl
Sequential Exchange Monte Carlo: Sampling Method for Multimodal Distribution without Parameter Tuning.
CoRR
Tomohiro Nabika, Kenji Nagata, Shun Katakami, Masaichiro Mizumaki, Masato Okada
2023 J jnl
Sequential Experimental Design for Spectral Measurement: Active Learning Using a Parametric Model.
CoRR
Tomohiro Nabika, Kenji Nagata, Shun Katakami, Masaichiro Mizumaki, Masato Okada
2018 J jnl
Bayesian Spectral Deconvolution Based on Poisson Distribution: Bayesian Measurement and Virtual Measurement Analytics (VMA).
CoRR
Kenji Nagata, Yoh-ichi Mototake, Rei Muraoka, Takehiko Sasaki, Masato Okada
2016 J jnl
Simultaneous estimation of noise variance and number of peaks in Bayesian spectral deconvolution.
CoRR
Satoru Tokuda, Kenji Nagata, Masato Okada
2012 J jnl
Bayesian spectral deconvolution with the exchange Monte Carlo method.
Neural Networks
Kenji Nagata, Seiji Sugita, Masato Okada
2012 J jnl
Learning Coefficient of Generalization Error in Bayesian Estimation and Vandermonde Matrix-Type Singularity.
Neural Comput.
Miki Aoyagi, Kenji Nagata
2008 J jnl
Asymptotic behavior of exchange ratio in exchange Monte Carlo method.
Neural Networks
Kenji Nagata, Sumio Watanabe
2008 — conf
Design of Exchange Monte Carlo Method for Bayesian Learning in Normal Mixture Models.
ICONIP (1)
Kenji Nagata, Sumio Watanabe
2008 J jnl
Exchange Monte Carlo Sampling From Bayesian Posterior for Singular Learning Machines.
IEEE Trans. Neural Networks
Kenji Nagata, Sumio Watanabe
2007 — conf
Algebraic Geometric Study of Exchange Monte Carlo Method.
ICANN (1)
Kenji Nagata, Sumio Watanabe
2007 — conf
Analysis of Exchange Ratio for Exchange Monte Carlo Method.
FOCI
Kenji Nagata, Sumio Watanabe
2007 — conf
Experimental Analysis of Exchange Ratio in Exchange Monte Carlo Method.
ICONIP (2)
Kenji Nagata, Sumio Watanabe
2006 — conf
A Model Selection Method Based on Bound of Learning Coefficient.
ICANN (2)
Keisuke Yamazaki, Kenji Nagata, Sumio Watanabe, Klaus-Robert Müller
2006 C conf
Generalization Performance of Exchange Monte Carlo Method for Normal Mixture Models.
IDEAL
Kenji Nagata, Sumio Watanabe
2006 B conf
The Exchange Monte Carlo Method for Bayesian Learning in Singular Learning Machines.
IJCNN
Kenji Nagata, Sumio Watanabe
2003 — conf
Design of Precompensator of Linear Multivariable Systems for the Diagonal Interactor using Markov Parameters.
Modelling, Simulation, and Optimization
Yashuhiko Mutoh, Kenji Nagata