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Kazuyuki Tanaka
Kazuyuki Tanaka
Graduate School of Information Sciences, Tohoku University, Japan
Dirección de correo verificada de tohoku.ac.jp - Página principal
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Año
Statistical-mechanical approach to image processing
K Tanaka
Journal of Physics A: Mathematical and General 35 (37), R81, 2002
2232002
Cluster variation method and image restoration problem
K Tanaka, T Morita
Physics Letters A 203 (2-3), 122-128, 1995
621995
Generation of complex bipartite graphs by using a preferential rewiring process
J Ohkubo, K Tanaka, T Horiguchi
Physical Review E 72 (3), 036120, 2005
602005
Approximate learning algorithm in Boltzmann machines
M Yasuda, K Tanaka
Neural computation 21 (11), 3130-3178, 2009
472009
Dynamics of the maximum marginal likelihood hyperparameter estimation in image restoration: Gradient descent versus expectation and maximization algorithm
J Inoue, K Tanaka
Physical Review E 65 (1), 016125, 2001
462001
Accuracy of the Bethe approximation for hyperparameter estimation in probabilistic image processing
K Tanaka, H Shouno, M Okada, DM Titterington
Journal of Physics A: Mathematical and General 37 (36), 8675, 2004
412004
Critical indices for the two-dimensional Ising model with nearest-neighbor and next-nearest-neighbor interactions
K Tanaka, T Horiguchi, T Morita
Physics Letters A 165 (3), 266-270, 1992
391992
Probabilistic image processing by means of the Bethe approximation for the Q-Ising model
K Tanaka, J Inoue, DM Titterington
Journal of Physics A: Mathematical and General 36 (43), 11023, 2003
382003
Preferential urn model and nongrowing complex networks
J Ohkubo, M Yasuda, K Tanaka
Physical Review E 72 (6), 065104, 2005
362005
Deep neural network detects quantum phase transition
S Arai, M Ohzeki, K Tanaka
Journal of the Physical Society of Japan 87 (3), 033001, 2018
352018
Maximum likelihood hyperparameter estimation for solvable Markov random field model in image restoration
K Tanaka, J INOUE
IEICE Transactions on Information and Systems 85 (3), 546-557, 2002
292002
Susceptibility propagation by using diagonal consistency
M Yasuda, K Tanaka
Physical Review E 87 (1), 012134, 2013
282013
Probabilistic inference by means of cluster variation method and linear response theory
K Tanaka
IEICE Transactions on Information and Systems 86 (7), 1228-1242, 2003
272003
Digital image inpainting based on markov random field
M Yasuda, J Ohkubo, K Tanaka
International Conference on Computational Intelligence for Modelling …, 2005
242005
Image segmentation based on Bethe approximation for Gaussian mixture model
F Chen, K Tanaka, T Horiguchi
Interdisciplinary Information Sciences 11 (1), 17-29, 2005
222005
Coherent-anomaly analysis with cluster variation method for spin-pair correlation function of Ising model on square lattice
K Tanaka, T Horiguchi, T Morita
Journal of the Physical Society of Japan 60 (8), 2576-2587, 1991
211991
A quantum-statistical-mechanical extension of Gaussian mixture model
K Tanaka, K Tsuda
Journal of physics: conference series 95 (1), 012023, 2008
192008
Statistical trajectory of an approximate EM algorithm for probabilistic image processing
K Tanaka, DM Titterington
Journal of Physics A: Mathematical and Theoretical 40 (37), 11285, 2007
182007
Low-temperature behavior of antiferromagnetic Ising model on triangular lattice
T Horiguchi, K Tanaka, T Morita
Journal of the Physical Society of Japan 61 (1), 64-69, 1992
171992
Traffic data reconstruction based on Markov random field modeling
S Kataoka, M Yasuda, C Furtlehner, K Tanaka
Inverse Problems 30 (2), 025003, 2014
152014
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Artículos 1–20