Shotaro Akaho
Shotaro Akaho
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A kernel method for canonical correlation analysis
S Akaho
arXiv preprint cs/0609071, 2006
Fairness-aware classifier with prejudice remover regularizer
T Kamishima, S Akaho, H Asoh, J Sakuma
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2012
Socially embedded learning of the office-conversant mobile robot jijo-2
H Asoh, S Hayamizu, I Hara, Y Motomura, S Akaho, T Matsui
IJCAI (2), 880-887, 1997
Fairness-aware learning through regularization approach
T Kamishima, S Akaho, J Sakuma
2011 IEEE 11th International Conference on Data Mining Workshops, 643-650, 2011
Learning algorithms utilizing quasi-geodesic flows on the Stiefel manifold
Y Nishimori, S Akaho
Neurocomputing 67, 106-135, 2005
The em algorithm for kernel matrix completion with auxiliary data
K Tsuda, S Akaho, K Asai
Journal of machine learning research 4 (May), 67-81, 2003
TrBagg: A simple transfer learning method and its application to personalization in collaborative tagging
T Kamishima, M Hamasaki, S Akaho
2009 Ninth IEEE International Conference on Data Mining, 219-228, 2009
A survey and empirical comparison of object ranking methods
T Kamishima, H Kazawa, S Akaho
Preference learning, 181-201, 2010
Combining probabilistic map and dialog for robust life-long office navigation
H Asoh, Y Motomura, I Hara, S Akaho, S Hayamizu, T Matsui
Proceedings of IEEE/RSJ International Conference on Intelligent Robots and …, 1996
MICA: Multimodal independent component analysis
S Akaho, Y Kiuchi, S Umeyama
IJCNN'99. International Joint Conference on Neural Networks. Proceedings …, 1999
Supervised ordering-an empirical survey
T Kamishima, H Kazawa, S Akaho
Fifth IEEE International Conference on Data Mining (ICDM'05), 4 pp., 2005
Asymptotic properties of the Fisher kernel
K Tsuda, S Akaho, M Kawanabe, KR Müller
Neural Computation 16 (1), 115-137, 2004
Efficient clustering for orders
T Kamishima, S Akaho
Mining complex data, 261-279, 2009
Acquiring a probabilistic map with dialogue-based learning
H Asoh, Y Motomura, I Hara, S Akaho, S Hayamizu, T Matsui
Proceedings of ROBOLEARN-96, 11-18, 1996
Enhancement of the Neutrality in Recommendation.
T Kamishima, S Akaho, H Asoh, J Sakuma
Decisions@ RecSys, 8-14, 2012
Conditionally independent component analysis for supervised feature extraction
S Akaho
Neurocomputing 49 (1-4), 139-150, 2002
Riemannian optimization method on the flag manifold for independent subspace analysis
Y Nishimori, S Akaho, MD Plumbley
International Conference on Independent Component Analysis and Signal …, 2006
Epipolar geometry via rectification of spherical images
J Fujiki, A Torii, S Akaho
International Conference on Computer Vision/Computer Graphics Collaboration …, 2007
The e-PCA and m-PCA: Dimension reduction of parameters by information geometry
S Akaho
2004 IEEE International Joint Conference on Neural Networks (IEEE Cat. No …, 2004
Learning from order examples
T Kamishima, S Akaho
Proceedings of the Annual Conference of JSAI 16th Annual Conference, 2002 …, 2002
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