Taiji Suzuki
Taiji Suzuki
Verified email at mist.i.u-tokyo.ac.jp - Homepage
Title
Cited by
Cited by
Year
Direct importance estimation with model selection and its application to covariate shift adaptation
M Sugiyama, S Nakajima, H Kashima, PV Buenau, M Kawanabe
Advances in neural information processing systems, 1433-1440, 2008
6142008
Density ratio estimation in machine learning
M Sugiyama, T Suzuki, T Kanamori
Cambridge University Press, 2012
2832012
Direct importance estimation for covariate shift adaptation
M Sugiyama, T Suzuki, S Nakajima, H Kashima, P von Bünau, ...
Annals of the Institute of Statistical Mathematics 60 (4), 699-746, 2008
2472008
Statistical performance of convex tensor decomposition
R Tomioka, T Suzuki, K Hayashi, H Kashima
Advances in neural information processing systems, 972-980, 2011
1442011
Dual averaging and proximal gradient descent for online alternating direction multiplier method
T Suzuki
International Conference on Machine Learning, 392-400, 2013
1212013
Convex tensor decomposition via structured schatten norm regularization
R Tomioka, T Suzuki
Advances in neural information processing systems, 1331-1339, 2013
1192013
Mutual information estimation reveals global associations between stimuli and biological processes
T Suzuki, M Sugiyama, T Kanamori, J Sese
BMC bioinformatics 10 (S1), S52, 2009
1182009
Sufficient dimension reduction via squared-loss mutual information estimation
T Suzuki, M Sugiyama
Proceedings of the Thirteenth International Conference on Artificial …, 2010
1152010
Approximating mutual information by maximum likelihood density ratio estimation
T Suzuki, M Sugiyama, J Sese, T Kanamori
New challenges for feature selection in data mining and knowledge discovery …, 2008
1022008
Density-ratio matching under the Bregman divergence: a unified framework of density-ratio estimation
M Sugiyama, T Suzuki, T Kanamori
Annals of the Institute of Statistical Mathematics 64 (5), 1009-1044, 2012
972012
Super-linear convergence of dual augmented Lagrangian algorithm for sparsity regularized estimation
R Tomioka, T Suzuki, M Sugiyama
Journal of Machine Learning Research 12 (May), 1537-1586, 2011
862011
Statistical analysis of kernel-based least-squares density-ratio estimation
T Kanamori, T Suzuki, M Sugiyama
Machine Learning 86 (3), 335-367, 2012
722012
Least-squares conditional density estimation
M Sugiyama, I Takeuchi, T Suzuki, T Kanamori, H Hachiya, D Okanohara
IEICE Transactions on Information and Systems 93 (3), 583-594, 2010
702010
Relative density-ratio estimation for robust distribution comparison
M Yamada, T Suzuki, T Kanamori, H Hachiya, M Sugiyama
Neural computation 25 (5), 1324-1370, 2013
692013
Density-difference estimation
M Sugiyama, T Kanamori, T Suzuki, MC Plessis, S Liu, I Takeuchi
Neural Computation 25 (10), 2734-2775, 2013
672013
Relative density-ratio estimation for robust distribution comparison
M Yamada, T Suzuki, T Kanamori, H Hachiya, M Sugiyama
Advances in neural information processing systems, 594-602, 2011
602011
Stochastic dual coordinate ascent with alternating direction method of multipliers
T Suzuki
International Conference on Machine Learning, 736-744, 2014
582014
Classification of single trial EEG signals by a combined principal+ independent component analysis and probabilistic neural network approach
T Hoya, G Hori, H Bakardjian, T Nishimura, T Suzuki, Y Miyawaki, ...
Proc. ICA2003 197, 2003
532003
Effects of mechanical properties of paint film on the forming of pre-painted steel sheets
K Ueda, H Kanai, T Suzuki, T Amari
Progress in organic coatings 43 (4), 233-242, 2001
522001
Direct density-ratio estimation with dimensionality reduction via least-squares hetero-distributional subspace search
M Sugiyama, M Yamada, P Von Buenau, T Suzuki, T Kanamori, ...
Neural Networks 24 (2), 183-198, 2011
492011
The system can't perform the operation now. Try again later.
Articles 1–20