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Kenji Fukumizu

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2009
25EEBharath K. Sriperumbudur, Arthur Gretton, Kenji Fukumizu, Gert R. G. Lanckriet, Bernhard Schölkopf: A note on integral probability metrics and $\phi$-divergences CoRR abs/0901.2698: (2009)
24EEYusuke Watanabe, Kenji Fukumizu: Graph polynomials and approximation of partition functions with Loopy Belief Propagation CoRR abs/0903.4527: (2009)
2008
23EEBharath K. Sriperumbudur, Arthur Gretton, Kenji Fukumizu, Gert R. G. Lanckriet, Bernhard Shoelkopf: Injective Hilbert Space Embeddings of Probability Measures. COLT 2008: 111-122
22EEKenji Fukumizu, Bharath K. Sriperumbudur, Arthur Gretton, Bernhard Schölkopf: Characteristic Kernels on Groups and Semigroups. NIPS 2008: 473-480
21EEKatsuyuki Hagiwara, Kenji Fukumizu: Relation between weight size and degree of over-fitting in neural network regression. Neural Networks 21(1): 48-58 (2008)
2007
20EEShotaro Akaho, Kenji Fukumizu: Active Learning for Network Estimation. CIBCB 2007: 402-409
19EEXiaohai Sun, Dominik Janzing, Bernhard Schölkopf, Kenji Fukumizu: A kernel-based causal learning algorithm. ICML 2007: 855-862
18EEArthur Gretton, Kenji Fukumizu, Choon Hui Teo, Le Song, Bernhard Schölkopf, Alex J. Smola: A Kernel Statistical Test of Independence. NIPS 2007
17EEKenji Fukumizu, Arthur Gretton, Xiaohai Sun, Bernhard Schölkopf: Kernel Measures of Conditional Dependence. NIPS 2007
2006
16EEMarco Cuturi, Kenji Fukumizu: Kernels on Structured Objects Through Nested Histograms. NIPS 2006: 329-336
2005
15EEKenji Fukumizu, Francis R. Bach, Arthur Gretton: Statistical Convergence of Kernel CCA. NIPS 2005
14EEMarco Cuturi, Kenji Fukumizu: Multiresolution Kernels CoRR abs/cs/0507033: (2005)
13EEMarco Cuturi, Kenji Fukumizu, Jean-Philippe Vert: Semigroup Kernels on Measures. Journal of Machine Learning Research 6: 1169-1198 (2005)
2004
12EEKenji Fukumizu, Francis R. Bach, Michael I. Jordan: Dimensionality Reduction for Supervised Learning with Reproducing Kernel Hilbert Spaces. Journal of Machine Learning Research 5: 73-99 (2004)
2003
11EEKenji Fukumizu, Francis R. Bach, Michael I. Jordan: Kernel Dimensionality Reduction for Supervised Learning. NIPS 2003
2002
10EEKenji Fukumizu, Shotaro Akaho, Shun-ichi Amari: Critical Lines in Symmetry of Mixture Models and its Application to Component Splitting. NIPS 2002: 865-872
2000
9 Hyeyoung Park, Kenji Fukumizu, Shun-ichi Amari, Yillbyung Lee: An Efficient Learning Algorithm Using Naturla Gradient and Second Order Information of Error Surface. PRICAI 2000: 199-207
8 Shun-ichi Amari, Hyeyoung Park, Kenji Fukumizu: Adaptive Method of Realizing Natural Gradient Learning for Multilayer Perceptrons. Neural Computation 12(6): 1399-1409 (2000)
7EEKenji Fukumizu, Shun-ichi Amari: Local minima and plateaus in hierarchical structures of multilayer perceptrons. Neural Networks 13(3): 317-327 (2000)
6EEHyeyoung Park, Shun-ichi Amari, Kenji Fukumizu: Adaptive natural gradient learning algorithms for various stochastic models. Neural Networks 13(7): 755-764 (2000)
1999
5EEKenji Fukumizu: Generalization Error of Limear Neural Networks in Unidentifiable Cases. ATL 1999: 51-62
1998
4 Kenji Fukumizu: Effect of Batch Learning in Multilayer Neural Networks. ICONIP 1998: 67-70
1996
3EEShin Ishi, Kenji Fukumizu, Sumio Watanabe: A network of chaotic elements for information processing. Neural Networks 9(1): 25-40 (1996)
2EEKenji Fukumizu: A Regularity Condition of the Information Matrix of a Multilayer Perceptron Network. Neural Networks 9(5): 871-879 (1996)
1995
1EEKenji Fukumizu: Active Learning in Multilayer Perceptrons. NIPS 1995: 295-301

Coauthor Index

1Shotaro Akaho [10] [20]
2Shun-ichi Amari [6] [7] [8] [9] [10]
3Francis R. Bach (Francis Bach) [11] [12] [15]
4Marco Cuturi [13] [14] [16]
5Arthur Gretton [15] [17] [18] [22] [23] [25]
6Katsuyuki Hagiwara [21]
7Shin Ishi [3]
8Dominik Janzing [19]
9Michael I. Jordan [11] [12]
10Gert R. G. Lanckriet [23] [25]
11Yillbyung Lee [9]
12Hyeyoung Park [6] [8] [9]
13Bernhard Schölkopf [17] [18] [19] [22] [25]
14Bernhard Shoelkopf [23]
15Alexander J. Smola (Alex J. Smola) [18]
16Le Song [18]
17Bharath K. Sriperumbudur [22] [23] [25]
18Xiaohai Sun [17] [19]
19Choon Hui Teo [18]
20Jean-Philippe Vert [13]
21Sumio Watanabe [3]
22Yusuke Watanabe [24]

Colors in the list of coauthors

Copyright © Sun May 17 03:24:02 2009 by Michael Ley (ley@uni-trier.de)