Shotaro Akaho

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	All	Since 2017
Citations	3803	2140
h-index	25	17
i10-index	56	26

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Co-authors

Toshihiro KamishimaNational Institute of Advanced Industrial Science and Technology (AIST)Verified email at kamishima.net
Hideki AsohNational Institute of Advanced Industrial Science and TechnologyVerified email at aist.go.jp
Jun SakumaProfessor of University of Tsukuba / RIKEN AIPVerified email at cs.tsukuba.ac.jp
Noboru MurataWaseda UniversityVerified email at eb.waseda.ac.jp
Amari S*Verified email at brain.riken.jp
Hideto KazawaGoogleVerified email at google.com
Koji TsudaProfessor, GSFS, The University of TokyoVerified email at k.u-tokyo.ac.jp
Masahiro HamasakiNational Institute of Advanced Industrial Science and Technology (AIST), JapanVerified email at aist.go.jp
Mark D. PlumbleyCentre for Vision, Speech and Signal Processing (CVSSP), University of SurreyVerified email at surrey.ac.uk
Takio KuritaHiroshima UniversityVerified email at hiroshima-u.ac.jp
Kiyoshi AsaiProfessor of Computational Biology, University of TokyoVerified email at k.u-tokyo.ac.jp
Kenji FukumizuThe Institute of Statistical MathematicsVerified email at ism.ac.jp
Kazuho WatanabeToyohashi University of TechnologyVerified email at cs.tut.ac.jp
Motoaki KawanabeSenior Researcher, Advanced Telecommunications Research Institute InternationalVerified email at atr.jp
Klaus-Robert MüllerTU Berlin & Korea University & Google Brain & MPIIVerified email at tu-berlin.de
Kenta YoshidaJapan Agency for Marine-Earth Science and TechnologyVerified email at jamstec.go.jp
Samer AbdallahJukedeck LimitedVerified email at jukedeck.com
Hilbert Johan KappenRadboud UniversityVerified email at science.ru.nl
Akihiko TORIIAssistant Professor, Tokyo Institute of TechnologyVerified email at ctrl.titech.ac.jp
Eiji ARAMAKINAIST (Nara Institute of Science and Technology)Verified email at is.naist.jp

Shotaro Akaho

AIST

Verified email at aist.go.jp

machine learning statistics


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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	612	2012
A kernel method for canonical correlation analysis S Akaho arXiv preprint cs/0609071, 2006	602	2006
Fairness-aware learning through regularization approach T Kamishima, S Akaho, J Sakuma 2011 IEEE 11th International Conference on Data Mining Workshops, 643-650, 2011	349	2011
Learning algorithms utilizing quasi-geodesic flows on the Stiefel manifold Y Nishimori, S Akaho Neurocomputing 67, 106-135, 2005	177	2005
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	152	1997
The em algorithm for kernel matrix completion with auxiliary data K Tsuda, S Akaho, K Asai The Journal of Machine Learning Research 4, 67-81, 2003	117	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	103	2009
Universal statistics of fisher information in deep neural networks: Mean field approach R Karakida, S Akaho, S Amari The 22nd International Conference on Artificial Intelligence and Statistics …, 2019	79	2019
A survey and empirical comparison of object ranking methods T Kamishima, H Kazawa, S Akaho Preference learning, 181-201, 2010	77	2010
Enhancement of the Neutrality in Recommendation. T Kamishima, S Akaho, H Asoh, J Sakuma Decisions@ RecSys, 8-14, 2012	64	2012
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	59	1996
Efficient clustering for orders T Kamishima, S Akaho Mining complex data, 261-279, 2009	58	2009
Supervised ordering-an empirical survey T Kamishima, H Kazawa, S Akaho Fifth IEEE International Conference on Data Mining (ICDM'05), 4 pp., 2005	57	2005
Correcting Popularity Bias by Enhancing Recommendation Neutrality. T Kamishima, S Akaho, H Asoh, J Sakuma RecSys Posters, 2014	55	2014
Recommendation independence T Kamishima, S Akaho, H Asoh, J Sakuma Conference on fairness, accountability and transparency, 187-201, 2018	54	2018
MICA: Multimodal independent component analysis S Akaho, Y Kiuchi, S Umeyama IJCNN'99. International Joint Conference on Neural Networks. Proceedings …, 1999	52	1999
Asymptotic properties of the Fisher kernel K Tsuda, S Akaho, M Kawanabe, KR Müller Neural computation 16 (1), 115-137, 2004	50	2004
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	39	2006
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	37	1996
Personalized pricing recommender system: Multi-stage epsilon-greedy approach T Kamishima, S Akaho Proceedings of the 2nd International Workshop on Information Heterogeneity …, 2011	34	2011

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