Masayuki Karasuyama

	2011
13		Masayuki Karasuyama, Ichiro Takeuchi: Suboptimal Solution Path Algorithm for Support Vector Machine. ICML 2011: 473-480
12		Masayuki Karasuyama, Ichiro Takeuchi: Suboptimal Solution Path Algorithm for Support Vector Machine CoRR abs/1105.0471: (2011)
11		Masayuki Karasuyama, Ichiro Takeuchi: Nonlinear Regularization Path for Quadratic Loss Support Vector Machines. IEEE Transactions on Neural Networks 22(10): 1613-1625 (2011)
	2010
10		Masayuki Karasuyama, Ichiro Takeuchi: Nonlinear regularization path for the modified Huber loss Support Vector Machines. IJCNN 2010: 1-8
9		Masayuki Karasuyama, Naoyuki Harada, Masashi Sugiyama, Ichiro Takeuchi: Multi-parametric Solution-path Algorithm for Instance-weighted Support Vector Machines CoRR abs/1009.4791: (2010)
8		Masayuki Karasuyama, Ichiro Takeuchi: Multiple incremental decremental learning of support vector machines. IEEE Transactions on Neural Networks 21(7): 1048-1059 (2010)
	2009
7		Masayuki Karasuyama, Ichiro Takeuchi: Multiple Incremental Decremental Learning of Support Vector Machines. NIPS 2009: 907-915
6		Hiroyuki Moriguchi, Ichiro Takeuchi, Masayuki Karasuyama, Shin-ichi Horikawa, Yoshikatsu Ohta, Tetsuji Kodama, Hiroshi Naruse: Adaptive Kernel Quantile Regression for Anomaly Detection. JACIII 13(3): 230-236 (2009)
5		Masayuki Karasuyama, Ichiro Takeuchi, Ryohei Nakano: Efficient Leave-m-out Cross-Validation of Support Vector Regression by Generalizing Decremental Algorithm. New Generation Comput. 27(4): 307-318 (2009)
	2008
4		Masayuki Karasuyama, Ryohei Nakano: Optimizing Sparse Kernel Ridge Regression hyperparameters based on leave-one-out cross-validation. IJCNN 2008: 3463-3468
3		Masayuki Karasuyama, Ichiro Takeuchi, Ryohei Nakano: Reducing SVR Support Vectors by Using Backward Deletion. KES (3) 2008: 76-83
	2007
2		Masayuki Karasuyama, Ryohei Nakano: Optimizing SVR Hyperparameters via Fast Cross-Validation using AOSVR. IJCNN 2007: 1186-1191
	2006
1		Masayuki Karasuyama, Daisuke Kitakoshi, Ryohei Nakano: Revised Optimizer of SVR Hyperparameters Minimizing Cross-Validation Error. IJCNN 2006: 319-326

Coauthor Index

1	Naoyuki Harada	[9]
2	Shin-ichi Horikawa	[6]
3	Daisuke Kitakoshi	[1]
4	Tetsuji Kodama	[6]
5	Hiroyuki Moriguchi	[6]
6	Ryohei Nakano	[1] [2] [3] [4] [5]
7	Hiroshi Naruse	[6]
8	Yoshikatsu Ohta	[6]
9	Masashi Sugiyama	[9]
10	Ichiro Takeuchi	[3] [5] [6] [7] [8] [9] [10] [11] [12] [13]

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