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Kenji Fukumizu: [Publications] [Author Rank by year] [Co-authors] [Prefers] [Cites] [Cited by]

Publications of Author

  1. Kenji Fukumizu
    Generalization Error of Limear Neural Networks in Unidentifiable Cases. [Citation Graph (0, 0)][DBLP]
    ATL, 1999, pp:51-62 [Conf]
  2. Kenji Fukumizu
    Effect of Batch Learning in Multilayer Neural Networks. [Citation Graph (0, 0)][DBLP]
    ICONIP, 1998, pp:67-70 [Conf]
  3. Kenji Fukumizu
    Active Learning in Multilayer Perceptrons. [Citation Graph (0, 0)][DBLP]
    NIPS, 1995, pp:295-301 [Conf]
  4. Kenji Fukumizu, Shotaro Akaho, Shun-ichi Amari
    Critical Lines in Symmetry of Mixture Models and its Application to Component Splitting. [Citation Graph (0, 0)][DBLP]
    NIPS, 2002, pp:865-872 [Conf]
  5. Kenji Fukumizu, Francis R. Bach, Arthur Gretton
    Statistical Convergence of Kernel CCA. [Citation Graph (0, 0)][DBLP]
    NIPS, 2005, pp:- [Conf]
  6. Kenji Fukumizu, Francis R. Bach, Michael I. Jordan
    Kernel Dimensionality Reduction for Supervised Learning. [Citation Graph (0, 0)][DBLP]
    NIPS, 2003, pp:- [Conf]
  7. Hyeyoung Park, Kenji Fukumizu, Shun-ichi Amari, Yillbyung Lee
    An Efficient Learning Algorithm Using Naturla Gradient and Second Order Information of Error Surface. [Citation Graph (0, 0)][DBLP]
    PRICAI, 2000, pp:199-207 [Conf]
  8. Kenji Fukumizu, Francis R. Bach, Michael I. Jordan
    Dimensionality Reduction for Supervised Learning with Reproducing Kernel Hilbert Spaces. [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2004, v:5, n:, pp:73-99 [Journal]
  9. Marco Cuturi, Kenji Fukumizu, Jean-Philippe Vert
    Semigroup Kernels on Measures. [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2005, v:6, n:, pp:1169-1198 [Journal]
  10. Shun-ichi Amari, Hyeyoung Park, Kenji Fukumizu
    Adaptive Method of Realizing Natural Gradient Learning for Multilayer Perceptrons. [Citation Graph (0, 0)][DBLP]
    Neural Computation, 2000, v:12, n:6, pp:1399-1409 [Journal]
  11. Kenji Fukumizu
    A Regularity Condition of the Information Matrix of a Multilayer Perceptron Network. [Citation Graph (0, 0)][DBLP]
    Neural Networks, 1996, v:9, n:5, pp:871-879 [Journal]
  12. Kenji Fukumizu, Shun-ichi Amari
    Local minima and plateaus in hierarchical structures of multilayer perceptrons. [Citation Graph (0, 0)][DBLP]
    Neural Networks, 2000, v:13, n:3, pp:317-327 [Journal]
  13. Shin Ishi, Kenji Fukumizu, Sumio Watanabe
    A network of chaotic elements for information processing. [Citation Graph (0, 0)][DBLP]
    Neural Networks, 1996, v:9, n:1, pp:25-40 [Journal]
  14. Hyeyoung Park, Shun-ichi Amari, Kenji Fukumizu
    Adaptive natural gradient learning algorithms for various stochastic models. [Citation Graph (0, 0)][DBLP]
    Neural Networks, 2000, v:13, n:7, pp:755-764 [Journal]
  15. Xiaohai Sun, Dominik Janzing, Bernhard Schölkopf, Kenji Fukumizu
    A kernel-based causal learning algorithm. [Citation Graph (0, 0)][DBLP]
    ICML, 2007, pp:855-862 [Conf]
  16. Marco Cuturi, Kenji Fukumizu
    Kernels on Structured Objects Through Nested Histograms. [Citation Graph (0, 0)][DBLP]
    NIPS, 2006, pp:329-336 [Conf]

  17. Active Learning for Network Estimation. [Citation Graph (, )][DBLP]


  18. Injective Hilbert Space Embeddings of Probability Measures. [Citation Graph (, )][DBLP]


  19. Hilbert space embeddings of conditional distributions with applications to dynamical systems. [Citation Graph (, )][DBLP]


  20. Kernel Measures of Conditional Dependence. [Citation Graph (, )][DBLP]


  21. A Kernel Statistical Test of Independence. [Citation Graph (, )][DBLP]


  22. Characteristic Kernels on Groups and Semigroups. [Citation Graph (, )][DBLP]


  23. Multiresolution Kernels [Citation Graph (, )][DBLP]


  24. A note on integral probability metrics and $\phi$-divergences [Citation Graph (, )][DBLP]


  25. Graph polynomials and approximation of partition functions with Loopy Belief Propagation [Citation Graph (, )][DBLP]


  26. Graph Zeta Function in the Bethe Free Energy and Loopy Belief Propagation [Citation Graph (, )][DBLP]


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