The SCEAS System
Navigation Menu

Search the dblp DataBase

Title:
Author:

Motoaki Kawanabe: [Publications] [Author Rank by year] [Co-authors] [Prefers] [Cites] [Cited by]

Publications of Author

  1. Masashi Sugiyama, Motoaki Kawanabe, Klaus-Robert Müller
    Regularizing generalization error estimators: a novel approach to robust model selection. [Citation Graph (0, 0)][DBLP]
    ESANN, 2004, pp:163-168 [Conf]
  2. Motoaki Kawanabe, Gilles Blanchard, Masashi Sugiyama, Vladimir Spokoiny, Klaus-Robert Müller
    A Novel Dimension Reduction Procedure for Searching Non-Gaussian Subspaces. [Citation Graph (0, 0)][DBLP]
    ICA, 2006, pp:149-156 [Conf]
  3. Motoaki Kawanabe, Fabian J. Theis
    Estimating Non-Gaussian Subspaces by Characteristic Functions. [Citation Graph (0, 0)][DBLP]
    ICA, 2006, pp:157-164 [Conf]
  4. Motoaki Kawanabe, Klaus-Robert Müller
    Estimating Functions for Blind Separation when Sources Have Variance-Dependencies. [Citation Graph (0, 0)][DBLP]
    ICA, 2004, pp:136-143 [Conf]
  5. Fabian J. Theis, Motoaki Kawanabe
    Uniqueness of Non-Gaussian Subspace Analysis. [Citation Graph (0, 0)][DBLP]
    ICA, 2006, pp:917-925 [Conf]
  6. Motoaki Kawanabe
    Linear Dimension Reduction Based on the Fourth-Order Cumulant Tensor. [Citation Graph (0, 0)][DBLP]
    ICANN (2), 2005, pp:151-156 [Conf]
  7. Koji Tsuda, Motoaki Kawanabe
    The Leave-One-Out Kernel. [Citation Graph (0, 0)][DBLP]
    ICANN, 2002, pp:727-732 [Conf]
  8. Gilles Blanchard, Masashi Sugiyama, Motoaki Kawanabe, Vladimir Spokoiny, Klaus-Robert Müller
    Non-Gaussian Component Analysis: a Semi-parametric Framework for Linear Dimension Reduction. [Citation Graph (0, 0)][DBLP]
    NIPS, 2005, pp:- [Conf]
  9. Stefan Harmeling, Alexander Ziehe, Motoaki Kawanabe, Klaus-Robert Müller
    Kernel Feature Spaces and Nonlinear Blind Souce Separation. [Citation Graph (0, 0)][DBLP]
    NIPS, 2001, pp:761-768 [Conf]
  10. Frank C. Meinecke, Andreas Ziehe, Motoaki Kawanabe, Klaus-Robert Müller
    Estimating the Reliability of ICA Projections. [Citation Graph (0, 0)][DBLP]
    NIPS, 2001, pp:1181-1188 [Conf]
  11. Koji Tsuda, Motoaki Kawanabe, Klaus-Robert Müller
    Clustering with the Fisher Score. [Citation Graph (0, 0)][DBLP]
    NIPS, 2002, pp:729-736 [Conf]
  12. Koji Tsuda, Motoaki Kawanabe, Gunnar Rätsch, Sören Sonnenburg, Klaus-Robert Müller
    A New Discriminative Kernel From Probabilistic Models. [Citation Graph (0, 0)][DBLP]
    NIPS, 2001, pp:977-984 [Conf]
  13. Motoaki Kawanabe, Klaus-Robert Müller
    Estimating Functions for Blind Separation When Sources Have Variance Dependencies. [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2005, v:6, n:, pp:453-482 [Journal]
  14. Andreas Ziehe, Motoaki Kawanabe, Stefan Harmeling, Klaus-Robert Müller
    Blind Separation of Post-nonlinear Mixtures using Linearizing Transformations and Temporal Decorrelation. [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2003, v:4, n:, pp:1319-1338 [Journal]
  15. Gilles Blanchard, Motoaki Kawanabe, Masashi Sugiyama, Vladimir Spokoiny, Klaus-Robert Müller
    In Search of Non-Gaussian Components of a High-Dimensional Distribution. [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2006, v:7, n:, pp:247-282 [Journal]
  16. Stefan Harmeling, Andreas Ziehe, Motoaki Kawanabe, Klaus-Robert Müller
    Kernel-Based Nonlinear Blind Source Separation. [Citation Graph (0, 0)][DBLP]
    Neural Computation, 2003, v:15, n:5, pp:1089-1124 [Journal]
  17. Masashi Sugiyama, Motoaki Kawanabe, Klaus-Robert Müller
    Trading Variance Reduction with Unbiasedness: The Regularized Subspace Information Criterion for Robust Model Selection in Kernel Regression. [Citation Graph (0, 0)][DBLP]
    Neural Computation, 2004, v:16, n:5, pp:1077-1104 [Journal]
  18. Koji Tsuda, Shotaro Akaho, Motoaki Kawanabe, Klaus-Robert Müller
    Asymptotic Properties of the Fisher Kernel. [Citation Graph (0, 0)][DBLP]
    Neural Computation, 2004, v:16, n:1, pp:115-137 [Journal]
  19. Koji Tsuda, Motoaki Kawanabe, Gunnar Rätsch, Sören Sonnenburg, Klaus-Robert Müller
    A New Discriminative Kernel from Probabilistic Models. [Citation Graph (0, 0)][DBLP]
    Neural Computation, 2002, v:14, n:10, pp:2397-2414 [Journal]
  20. 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. [Citation Graph (0, 0)][DBLP]
    Neural Networks, 2002, v:15, n:4-6, pp:743-760 [Journal]
  21. Keisuke Yamazaki, Motoaki Kawanabe, Sumio Watanabe, Masashi Sugiyama, Klaus-Robert Müller
    Asymptotic Bayesian generalization error when training and test distributions are different. [Citation Graph (0, 0)][DBLP]
    ICML, 2007, pp:1079-1086 [Conf]
  22. Motoaki Kawanabe, Fabian J. Theis
    Joint low-rank approximation for extracting non-Gaussian subspaces. [Citation Graph (0, 0)][DBLP]
    Signal Processing, 2007, v:87, n:8, pp:1890-1903 [Journal]

  23. Efficient Classification of Images with Taxonomies. [Citation Graph (, )][DBLP]


  24. A procedure of adaptive kernel combination with kernel-target alignment for object classification. [Citation Graph (, )][DBLP]


  25. Colored Subspace Analysis. [Citation Graph (, )][DBLP]


  26. A semiparametric statistical approach to model-free policy evaluation. [Citation Graph (, )][DBLP]


  27. A Maxmin Approach to Optimize Spatial Filters for EEG Single-Trial Classification. [Citation Graph (, )][DBLP]


  28. Invariant Common Spatial Patterns: Alleviating Nonstationarities in Brain-Computer Interfacing. [Citation Graph (, )][DBLP]


  29. Direct Importance Estimation with Model Selection and Its Application to Covariate Shift Adaptation. [Citation Graph (, )][DBLP]


  30. Heterogeneous Component Analysis. [Citation Graph (, )][DBLP]


  31. Optimal Online Learning Procedures for Model-Free Policy Evaluation. [Citation Graph (, )][DBLP]


  32. Direct Density Ratio Estimation with Dimensionality Reduction. [Citation Graph (, )][DBLP]


  33. How to Explain Individual Classification Decisions [Citation Graph (, )][DBLP]


Search in 0.005secs, Finished in 0.007secs
NOTICE1
System may not be available sometimes or not working properly, since it is still in development with continuous upgrades
NOTICE2
The rankings that are presented on this page should NOT be considered as formal since the citation info is incomplete in DBLP
 
System created by asidirop@csd.auth.gr [http://users.auth.gr/~asidirop/] © 2002
for Data Engineering Laboratory, Department of Informatics, Aristotle University © 2002