 | 2012 |
|---|
| 12 |       | Miki Aoyagi,
Kenji Nagata:
Learning Coefficient of Generalization Error in Bayesian Estimation and Vandermonde Matrix-Type Singularity.
Neural Computation 24(6): 1569-1610 (2012) |
| 11 | | Kenji Nagata,
Seiji Sugita,
Masato Okada:
Bayesian spectral deconvolution with the exchange Monte Carlo method.
Neural Networks 28: 82-89 (2012) |
| 2008 |
|---|
| 10 | | Kenji Nagata,
Sumio Watanabe:
Design of Exchange Monte Carlo Method for Bayesian Learning in Normal Mixture Models.
ICONIP (1) 2008: 696-706 |
| 9 | | Kenji Nagata,
Sumio Watanabe:
Exchange Monte Carlo Sampling From Bayesian Posterior for Singular Learning Machines.
IEEE Transactions on Neural Networks 19(7): 1253-1266 (2008) |
| 8 | | Kenji Nagata,
Sumio Watanabe:
Asymptotic behavior of exchange ratio in exchange Monte Carlo method.
Neural Networks 21(7): 980-988 (2008) |
| 2007 |
|---|
| 7 | | Kenji Nagata,
Sumio Watanabe:
Analysis of Exchange Ratio for Exchange Monte Carlo Method.
FOCI 2007: 434-439 |
| 6 | | Kenji Nagata,
Sumio Watanabe:
Algebraic Geometric Study of Exchange Monte Carlo Method.
ICANN (1) 2007: 687-696 |
| 5 | | Kenji Nagata,
Sumio Watanabe:
Experimental Analysis of Exchange Ratio in Exchange Monte Carlo Method.
ICONIP (2) 2007: 67-76 |
| 2006 |
|---|
| 4 | | Keisuke Yamazaki,
Kenji Nagata,
Sumio Watanabe,
Klaus-Robert Müller:
A Model Selection Method Based on Bound of Learning Coefficient.
ICANN (2) 2006: 371-380 |
| 3 | | Kenji Nagata,
Sumio Watanabe:
Generalization Performance of Exchange Monte Carlo Method for Normal Mixture Models.
IDEAL 2006: 125-132 |
| 2 | | Kenji Nagata,
Sumio Watanabe:
The Exchange Monte Carlo Method for Bayesian Learning in Singular Learning Machines.
IJCNN 2006: 3351-3357 |
| 2003 |
|---|
| 1 |  | 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 |
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