Shotaro Akaho
Shotaro Akaho
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Fairness-aware classifier with prejudice remover regularizer
T Kamishima, S Akaho, H Asoh, J Sakuma
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2012
A kernel method for canonical correlation analysis
S Akaho
arXiv preprint cs/0609071, 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
Learning algorithms utilizing quasi-geodesic flows on the Stiefel manifold
Y Nishimori, S Akaho
Neurocomputing 67, 106-135, 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
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
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
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
Correcting popularity bias by enhancing recommendation neutrality.
T Kamishima, S Akaho, H Asoh, J Sakuma
RecSys posters 10, 2014
Enhancement of the Neutrality in Recommendation.
T Kamishima, S Akaho, H Asoh, J Sakuma
Decisions@ RecSys, 8-14, 2012
A survey and empirical comparison of object ranking methods
T Kamishima, H Kazawa, S Akaho
Preference learning, 181-201, 2010
Recommendation independence
T Kamishima, S Akaho, H Asoh, J Sakuma
Conference on fairness, accountability and transparency, 187-201, 2018
Efficient clustering for orders
T Kamishima, S Akaho
Sixth IEEE International Conference on Data Mining-Workshops (ICDMW'06), 274-278, 2006
Supervised ordering-an empirical survey
T Kamishima, H Kazawa, S Akaho
Fifth IEEE International Conference on Data Mining (ICDM'05), 4 pp., 2005
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
Asymptotic properties of the Fisher kernel
K Tsuda, S Akaho, M Kawanabe, KR Müller
Neural computation 16 (1), 115-137, 2004
Efficiency Improvement of Neutrality-Enhanced Recommendation.
T Kamishima, S Akaho, H Asoh, J Sakuma
Decisions@ RecSys, 1-8, 2013
MICA: Multimodal independent component analysis
S Akaho, Y Kiuchi, S Umeyama
IJCNN'99. International Joint Conference on Neural Networks. Proceedings …, 1999
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
The normalization method for alleviating pathological sharpness in wide neural networks
R Karakida, S Akaho, S Amari
Advances in neural information processing systems 32, 2019
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