Noboru Murata

2009
24	EE	Hideitsu Hino, Yu Fujimoto, Noboru Murata: Item Preference Parameters from Grouped Ranking Observations. PAKDD 2009: 875-882
2008
23	EE	Takashi Takenouchi, Shinto Eguchi, Noboru Murata, Takafumi Kanamori: Robust Boosting Algorithm Against Mislabeling in Multiclass Problems. Neural Computation 20(6): 1596-1630 (2008)
2007
22	EE	Takafumi Kanamori, Takashi Takenouchi, Shinto Eguchi, Noboru Murata: Robust Loss Functions for Boosting. Neural Computation 19(8): 2183-2244 (2007)
2006
21	EE	Yu Fujimoto, Noboru Murata: Robust Estimation for Mixture of Probability Tables based on beta-likelihood. SDM 2006
20	EE	Takafumi Kanamori, Takashi Takenouchi, Noboru Murata: Geometrical Structure of Boosting Algorithm. New Generation Comput. 25(1): 117-141 (2006)
2005
19	EE	Kazushi Ikeda, Noboru Murata: Geometrical Properties of Nu Support Vector Machines with Different Norms. Neural Computation 17(11): 2508-2529 (2005)
2004
18	EE	Daisuke Ito, Noboru Murata: An Approach of Moment-Based Algorithm for Noisy ICA Models. ICA 2004: 343-349
17	EE	Jun Fujiki, Shotaro Akaho, Noboru Murata: Nonlinear PCA/ICA for the Structure from Motion Problem. ICA 2004: 750-757
16	EE	Takafumi Kanamori, Takashi Takenouchi, Shinto Eguchi, Noboru Murata: The Most Robust Loss Function for Boosting. ICONIP 2004: 496-501
15	EE	Hyeyoung Park, Noboru Murata, Shun-ichi Amari: Improving Generalization Performance of Natural Gradient Learning Using Optimized Regularization by NIC. Neural Computation 16(2): 355-382 (2004)
14	EE	Noboru Murata, Takashi Takenouchi, Takafumi Kanamori, Shinto Eguchi: Information Geometry of U-Boost and Bregman Divergence. Neural Computation 16(7): 1437-1481 (2004)
2002
13	EE	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)
12	EE	Jianting Cao, Noboru Murata, Shun-ichi Amari, Andrzej Cichocki, Tsunehiro Takeda: Independent component analysis for unaveraged single-trial MEG data decomposition and single-dipole source localization. Neurocomputing 49(1-4): 255-277 (2002)
2001
11		Tianping Chen, Shun-ichi Amari, Noboru Murata: Sequential Extraction of Minor Components. Neural Processing Letters 13(3): 195-201 (2001)
10	EE	Noboru Murata, Shiro Ikeda, Andreas Ziehe: An approach to blind source separation based on temporal structure of speech signals. Neurocomputing 41(1-4): 1-24 (2001)
9	EE	João Pedro Pedroso, Noboru Murata: Support vector machines with different norms: motivation, formulations and results. Pattern Recognition Letters 22(12): 1263-1272 (2001)
2000
8	EE	João Pedro Pedroso, Noboru Murata: Optimization on Support Vector Machines. IJCNN (6) 2000: 399-404
7	EE	Toshinao Akuzawa, Noboru Murata: Multiplicative Nonholonomic/Newton -like Algorithm CoRR cs.LG/0002006: (2000)
1999
6	EE	Si Wu, Hiroyuki Nakahara, Noboru Murata, Shun-ichi Amari: Population Decoding Based on an Unfaithful Model. NIPS 1999: 192-198
1997
5		Shun-ichi Amari, Noboru Murata: Statistical Analysis of Regularization Constant - From Bayes, MDL and NIC Points of View. IWANN 1997: 284-293
1996
4	EE	Noboru Murata, Klaus-Robert Müller, Andreas Ziehe, Shun-ichi Amari: Adaptive On-line Learning in Changing Environments. NIPS 1996: 599-605
3	EE	Noboru Murata: An Integral Representation of Functions Using Three-layered Networks and Their Approximation Bounds. Neural Networks 9(6): 947-956 (1996)
1995
2	EE	Shun-ichi Amari, Noboru Murata, Klaus-Robert Müller, M. Finke, Howard Hua Yang: Statistical Theory of Overtraining - Is Cross-Validation Asymptotically Effective? NIPS 1995: 176-182
1992
1	EE	Noboru Murata, Shuji Yoshizawa, Shun-ichi Amari: Learning Curves, Model Selection and Complexity of Neural Networks. NIPS 1992: 607-614

Coauthor Index

1	Shotaro Akaho	[17]
2	Toshinao Akuzawa	[7]
3	Shun-ichi Amari	[1] [2] [4] [5] [6] [11] [12] [13] [15]
4	Jianting Cao	[12]
5	Tianping Chen	[11]
6	Andrzej Cichocki	[12]
7	Shinto Eguchi	[14] [16] [22] [23]
8	M. Finke	[2]
9	Jun Fujiki	[17]
10	Yu Fujimoto	[21] [24]
11	Hideitsu Hino	[24]
12	Kazushi Ikeda	[19]
13	Shiro Ikeda	[10]
14	Daisuke Ito	[18]
15	Takafumi Kanamori	[14] [16] [20] [22] [23]
16	Motoaki Kawanabe	[13]
17	Klaus-Robert Müller	[2] [4] [13]
18	Hiroyuki Nakahara	[6]
19	Hyeyoung Park	[15]
20	João Pedro Pedroso	[8] [9]
21	Tsunehiro Takeda	[12]
22	Takashi Takenouchi	[14] [16] [20] [22] [23]
23	Si Wu	[6]
24	Howard Hua Yang	[2]
25	Shuji Yoshizawa	[1]
26	Andreas Ziehe	[4] [10] [13]

Colors in the list of coauthors