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Shotaro Akaho

Papers on DiSC'06


Supervised Ordering --- An Empirical Survey

Publications


Note: Links lead to the DBLP on the Web.

Shotaro Akaho

Yasunori Nishimori , Shotaro Akaho, Mark D. Plumbley : Riemannian Optimization Method on the Flag Manifold for Independent Subspace Analysis. ICA 2006 : 295-302

Toshihiro Kamishima , Hideto Kazawa , Shotaro Akaho: Supervised Ordering - An Empirical Survey. ICDM 2005 : 673-676

Yasunori Nishimori , Shotaro Akaho: Learning algorithms utilizing quasi-geodesic flows on the Stiefel manifold. Neurocomputing 67 : 106-135 (2005)

Toshihiro Kamishima , Hideto Kazawa , Shotaro Akaho: Estimating Attributed Central Orders: An Empirical Comparison. ECML 2004 : 563-565

Jun Fujiki , Shotaro Akaho, Noboru Murata : Nonlinear PCA/ICA for the Structure from Motion Problem. ICA 2004 : 750-757

Toshihiro Kamishima , Shotaro Akaho: Filling-in Missing Objects in Orders. ICDM 2004 : 423-426

Koji Tsuda , Shotaro Akaho, Motoaki Kawanabe , Klaus-Robert Müller : Asymptotic Properties of the Fisher Kernel. Neural Computation 16 (1): 115-137 (2004)

Shotaro Akaho: SVM that maximizes the margin in the input space. Systems and Computers in Japan 35 (14): 78-86 (2004)

Koji Tsuda , Shotaro Akaho, Kiyoshi Asai : The em Algorithm for Kernel Matrix Completion with Auxiliary Data. Journal of Machine Learning Research 4 : 67-81 (2003)

Toshihiro Kamishima , Shotaro Akaho: Learning from Order Examples. ICDM 2002 : 645-648

Kenji Fukumizu , Shotaro Akaho, Shun-ichi Amari : Critical Lines in Symmetry of Mixture Models and its Application to Component Splitting. NIPS 2002 : 865-872

Shotaro Akaho: Maximing the Margin in the Input Space CoRR cs.AI/0211006 : (2002)

Koji Tsuda , Shotaro Akaho, Kiyoshi Asai : Approximating Incomplete Kernel Matrices by the em Algorithm CoRR cs.LG/0211007 : (2002)

Shotaro Akaho: Conditionally independent component analysis for supervised feature extraction. Neurocomputing 49 (1-4): 139-150 (2002)

Shotaro Akaho: Conditionally Independent Component Extraction for Naive Bayes Inference. ICANN 2001 : 535-540

Koji Tsuda , Shotaro Akaho: Large Margin Classifier via Semiparametric Inference. IJCNN (2) 2000 : 23-28

Shotaro Akaho, Hilbert J. Kappen : Nonmonotonic Generalization Bias of Gaussian Mixture Models. Neural Computation 12 (6): 1411-1427 (2000)

Shotaro Akaho, Yoshiyasu Goto , Takio Kurita , Hiroshi Mizoguchi : Pursuit Movement of Pan-Tilt Camera by Feedback-Error-Learning. ICONIP 1998 : 409-412

Shotaro Akaho: Statistical Learning in Optimization: Gaussian Modeling for Population Search. ICONIP 1998 : 675-678

Hideki Asoh , Satoru Hayamizu , Isao Hara , Yoichi Motomura , Shotaro Akaho, Toshihiro Matsui : Socially Embedded Learning of the Office-Conversant Mobil Robot Jijo-2. IJCAI (2) 1997 : 880-887

Shotaro Akaho: Regularization Learning of Neural Networks for Generalization. ALT 1992 : 99-110

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