Motoaki Kawanabe

	2009
33		Motoaki Kawanabe, Shinichi Nakajima, Alexander Binder: A procedure of adaptive kernel combination with kernel-target alignment for object classification. CIVR 2009
32		Tsuyoshi Ueno, Shin-ichi Maeda, Motoaki Kawanabe, Shin Ishii: Optimal Online Learning Procedures for Model-Free Policy Evaluation. ECML/PKDD (2) 2009: 473-488
31		Motoaki Kawanabe, Carmen Vidaurre, Benjamin Blankertz, Klaus-Robert Müller: A Maxmin Approach to Optimize Spatial Filters for EEG Single-Trial Classification. IWANN (1) 2009: 674-682
	2008
30		Tsuyoshi Ueno, Motoaki Kawanabe, Takeshi Mori, Shin-ichi Maeda, Shin Ishii: A semiparametric statistical approach to model-free policy evaluation. ICML 2008: 1072-1079
29		Masashi Sugiyama, Motoaki Kawanabe, Gilles Blanchard, Klaus-Robert Müller: Approximating the Best Linear Unbiased Estimator of Non-Gaussian Signals with Gaussian Noise. IEICE Transactions 91-D(5): 1577-1580 (2008)
	2007
28		Fabian J. Theis, Motoaki Kawanabe: Colored Subspace Analysis. ICA 2007: 121-128
27		Keisuke Yamazaki, Motoaki Kawanabe, Sumio Watanabe, Masashi Sugiyama, Klaus-Robert Müller: Asymptotic Bayesian generalization error when training and test distributions are different. ICML 2007: 1079-1086
26		Masashi Sugiyama, Shinichi Nakajima, Hisashi Kashima, Paul Von Bünau, Motoaki Kawanabe: Direct Importance Estimation with Model Selection and Its Application to Covariate Shift Adaptation. NIPS 2007
25		Shigeyuki Oba, Motoaki Kawanabe, Klaus-Robert Müller, Shin Ishii: Heterogeneous Component Analysis. NIPS 2007
24		Benjamin Blankertz, Motoaki Kawanabe, Ryota Tomioka, Friederike Hohlefeld, Vadim V. Nikulin, Klaus-Robert Müller: Invariant Common Spatial Patterns: Alleviating Nonstationarities in Brain-Computer Interfacing. NIPS 2007
23		Motoaki Kawanabe, Fabian J. Theis: Joint low-rank approximation for extracting non-Gaussian subspaces. Signal Processing 87(8): 1890-1903 (2007)
	2006
22		Motoaki Kawanabe, Gilles Blanchard, Masashi Sugiyama, Vladimir Spokoiny, Klaus-Robert Müller: A Novel Dimension Reduction Procedure for Searching Non-Gaussian Subspaces. ICA 2006: 149-156
21		Motoaki Kawanabe, Fabian J. Theis: Estimating Non-Gaussian Subspaces by Characteristic Functions. ICA 2006: 157-164
20		Fabian J. Theis, Motoaki Kawanabe: Uniqueness of Non-Gaussian Subspace Analysis. ICA 2006: 917-925
19		Gilles Blanchard, Motoaki Kawanabe, Masashi Sugiyama, Vladimir Spokoiny, Klaus-Robert Müller: In Search of Non-Gaussian Components of a High-Dimensional Distribution. Journal of Machine Learning Research 7: 247-282 (2006)
	2005
18		Motoaki Kawanabe: Linear Dimension Reduction Based on the Fourth-Order Cumulant Tensor. ICANN (2) 2005: 151-156
17		Gilles Blanchard, Masashi Sugiyama, Motoaki Kawanabe, Vladimir Spokoiny, Klaus-Robert Müller: Non-Gaussian Component Analysis: a Semi-parametric Framework for Linear Dimension Reduction. NIPS 2005
16		Motoaki Kawanabe, Klaus-Robert Müller: Estimating Functions for Blind Separation When Sources Have Variance Dependencies. Journal of Machine Learning Research 6: 453-482 (2005)
	2004
15		Masashi Sugiyama, Motoaki Kawanabe, Klaus-Robert Müller: Regularizing generalization error estimators: a novel approach to robust model selection. ESANN 2004: 163-168
14		Motoaki Kawanabe, Klaus-Robert Müller: Estimating Functions for Blind Separation when Sources Have Variance-Dependencies. ICA 2004: 136-143
13		Koji Tsuda, Shotaro Akaho, Motoaki Kawanabe, Klaus-Robert Müller: Asymptotic Properties of the Fisher Kernel. Neural Computation 16(1): 115-137 (2004)
12		Masashi Sugiyama, Motoaki Kawanabe, Klaus-Robert Müller: Trading Variance Reduction with Unbiasedness: The Regularized Subspace Information Criterion for Robust Model Selection in Kernel Regression. Neural Computation 16(5): 1077-1104 (2004)
	2003
11		Volker Roth, Julian Laub, Motoaki Kawanabe, Joachim M. Buhmann: Optimal Cluster Preserving Embedding of Nonmetric Proximity Data. IEEE Trans. Pattern Anal. Mach. Intell. 25(12): 1540-1551 (2003)
10		Andreas Ziehe, Motoaki Kawanabe, Stefan Harmeling, Klaus-Robert Müller: Blind Separation of Post-nonlinear Mixtures using Linearizing Transformations and Temporal Decorrelation. Journal of Machine Learning Research 4: 1319-1338 (2003)
9		Stefan Harmeling, Andreas Ziehe, Motoaki Kawanabe, Klaus-Robert Müller: Kernel-Based Nonlinear Blind Source Separation. Neural Computation 15(5): 1089-1124 (2003)
	2002
8		Koji Tsuda, Motoaki Kawanabe: The Leave-One-Out Kernel. ICANN 2002: 727-732
7		Koji Tsuda, Motoaki Kawanabe, Klaus-Robert Müller: Clustering with the Fisher Score. NIPS 2002: 729-736
6		Koji Tsuda, Motoaki Kawanabe, Gunnar Rätsch, Sören Sonnenburg, Klaus-Robert Müller: A New Discriminative Kernel from Probabilistic Models. Neural Computation 14(10): 2397-2414 (2002)
5		Noboru Murata, Motoaki Kawanabe, Andreas Ziehe, Klaus-Robert Müller, Shun-ichi Amari: On-line learning in changing environments with applications in supervised and unsupervised learning. Neural Networks 15(4-6): 743-760 (2002)
	2001
4		Frank C. Meinecke, Andreas Ziehe, Motoaki Kawanabe, Klaus-Robert Müller: Estimating the Reliability of ICA Projections. NIPS 2001: 1181-1188
3		Stefan Harmeling, Alexander Ziehe, Motoaki Kawanabe, Klaus-Robert Müller: Kernel Feature Spaces and Nonlinear Blind Souce Separation. NIPS 2001: 761-768
2		Koji Tsuda, Motoaki Kawanabe, Gunnar Rätsch, Sören Sonnenburg, Klaus-Robert Müller: A New Discriminative Kernel From Probabilistic Models. NIPS 2001: 977-984
	1994
1		Motoaki Kawanabe, Shun-ichi Amari: Estimation of Network Parameters in Semiparametric Stochastic Perceptron. Neural Computation 6(6): 1244-1261 (1994)

Coauthor Index

1	Shotaro Akaho	[13]
2	Shun-ichi Amari	[1] [5]
3	Alexander Binder	[33]
4	Gilles Blanchard	[17] [19] [22] [29]
5	Benjamin Blankertz	[24] [31]
6	Joachim M. Buhmann	[11]
7	Paul Von Bünau	[26]
8	Stefan Harmeling	[3] [9] [10]
9	Friederike Hohlefeld	[24]
10	Shin Ishii	[25] [30] [32]
11	Hisashi Kashima	[26]
12	Julian Laub	[11]
13	Shin-ichi Maeda	[30] [32]
14	Frank C. Meinecke	[4]
15	Takeshi Mori	[30]
16	Klaus-Robert Müller	[2] [3] [4] [5] [6] [7] [9] [10] [12] [13] [14] [15] [16] [17] [19] [22] [24] [25] [27] [29] [31]
17	Noboru Murata	[5]
18	Shinichi Nakajima	[26] [33]
19	Vadim V. Nikulin	[24]
20	Shigeyuki Oba	[25]
21	Gunnar Rätsch	[2] [6]
22	Volker Roth	[11]
23	Sören Sonnenburg	[2] [6]
24	Vladimir Spokoiny	[17] [19] [22]
25	Masashi Sugiyama	[12] [15] [17] [19] [22] [26] [27] [29]
26	Fabian J. Theis	[20] [21] [23] [28]
27	Ryota Tomioka	[24]
28	Koji Tsuda	[2] [6] [7] [8] [13]
29	Tsuyoshi Ueno	[30] [32]
30	Carmen Vidaurre	[31]
31	Sumio Watanabe	[27]
32	Keisuke Yamazaki	[27]
33	Alexander Ziehe	[3]
34	Andreas Ziehe	[4] [5] [9] [10]