Akaho, Shotaro

12 publications

ICLR 2022 Learning Curves for Continual Learning in Neural Networks: Self-Knowledge Transfer and Forgetting Ryo Karakida, Shotaro Akaho

NeurIPS 2019 The Normalization Method for Alleviating Pathological Sharpness in Wide Neural Networks Ryo Karakida, Shotaro Akaho, Shun-ichi Amari

AISTATS 2019 Universal Statistics of Fisher Information in Deep Neural Networks: Mean Field Approach Ryo Karakida, Shotaro Akaho, Shun-ichi Amari

ECML-PKDD 2012 Fairness-Aware Classifier with Prejudice Remover Regularizer Toshihiro Kamishima, Shotaro Akaho, Hideki Asoh, Jun Sakuma

ICCVW 2009 Curve Fitting by Spherical Least Squares on Two-Dimensional Sphere Jun Fujiki, Shotaro Akaho

NeCo 2004 Asymptotic Properties of the Fisher Kernel Koji Tsuda, Shotaro Akaho, Motoaki Kawanabe, Klaus-Robert Müller

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

JMLR 2003 The EM Algorithm for Kernel Matrix Completion with Auxiliary Data Koji Tsuda, Shotaro Akaho, Kiyoshi Asai

NeurIPS 2002 Critical Lines in Symmetry of Mixture Models and Its Application to Component Splitting Kenji Fukumizu, Shotaro Akaho, Shun-ichi Amari

NeCo 2000 Nonmonotonic Generalization Bias of Gaussian Mixture Models Shotaro Akaho, Hilbert J. Kappen

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

ALT 1992 Regularization Learning of Neural Networks for Generalization Shotaro Akaho