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2020 – today
- 2023
[i3]Tomohiro Nabika, Kenji Nagata, Shun Katakami, Masaichiro Mizumaki, Masato Okada:
Sequential Experimental Design for Spectral Measurement: Active Learning Using a Parametric Model. CoRR abs/2305.07040 (2023)
2010 – 2019
- 2018
- [i2]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 abs/1812.05501 (2018) - 2016
- [i1]Satoru Tokuda, Kenji Nagata, Masato Okada:
Simultaneous estimation of noise variance and number of peaks in Bayesian spectral deconvolution. CoRR abs/1607.07590 (2016) - 2012
- [j4]Miki Aoyagi, Kenji Nagata:
Learning Coefficient of Generalization Error in Bayesian Estimation and Vandermonde Matrix-Type Singularity. Neural Comput. 24(6): 1569-1610 (2012) - [j3]Kenji Nagata, Seiji Sugita
, Masato Okada:
Bayesian spectral deconvolution with the exchange Monte Carlo method. Neural Networks 28: 82-89 (2012)
2000 – 2009
- 2008
- [j2]Kenji Nagata, Sumio Watanabe:
Asymptotic behavior of exchange ratio in exchange Monte Carlo method. Neural Networks 21(7): 980-988 (2008) - [j1]Kenji Nagata, Sumio Watanabe:
Exchange Monte Carlo Sampling From Bayesian Posterior for Singular Learning Machines. IEEE Trans. Neural Networks 19(7): 1253-1266 (2008) - [c8]Kenji Nagata, Sumio Watanabe:
Design of Exchange Monte Carlo Method for Bayesian Learning in Normal Mixture Models. ICONIP (1) 2008: 696-706 - 2007
- [c7]Kenji Nagata, Sumio Watanabe:
Analysis of Exchange Ratio for Exchange Monte Carlo Method. FOCI 2007: 434-439 - [c6]Kenji Nagata, Sumio Watanabe:
Algebraic Geometric Study of Exchange Monte Carlo Method. ICANN (1) 2007: 687-696 - [c5]Kenji Nagata, Sumio Watanabe:
Experimental Analysis of Exchange Ratio in Exchange Monte Carlo Method. ICONIP (2) 2007: 67-76 - 2006
- [c4]Keisuke Yamazaki, Kenji Nagata, Sumio Watanabe, Klaus-Robert Müller:
A Model Selection Method Based on Bound of Learning Coefficient. ICANN (2) 2006: 371-380 - [c3]Kenji Nagata, Sumio Watanabe:
Generalization Performance of Exchange Monte Carlo Method for Normal Mixture Models. IDEAL 2006: 125-132 - [c2]Kenji Nagata, Sumio Watanabe:
The Exchange Monte Carlo Method for Bayesian Learning in Singular Learning Machines. IJCNN 2006: 3351-3357 - 2003
- [c1]Yashuhiko Mutoh, Kenji Nagata:
Design of Precompensator of Linear Multivariable Systems for the Diagonal Interactor using Markov Parameters. Modelling, Simulation, and Optimization 2003: 234-240
Coauthor Index
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