Tomoko Ozeki

Publication Activity (10 Years)

Years Active: 2001-2018
Publications (10 Years): 7

Top Topics

Pedestrian Detection

Image Recognition

Reinforcement Learning

Top Venues

Publications

Shun-ichi Amari, Tomoko Ozeki, Ryo Karakida, Yuki Yoshida, Masato Okada
Dynamics of Learning in MLP: Natural Gradient and Singularity Revisited. Neural Comput. 30 (1) (2018)
Almarzooqi Ahmed, Tomoko Ozeki
Food Image Recognition by Using Bag-of-SURF Features and HOG Features. HAI (2015)
Ahmed Salem, Tomoko Ozeki
Face Recognition by Using SURF Features with Block-Based Bag of Feature Models. HAI (2015)
Alameri Abdulrahman, Tomoko Ozeki
Food Image Recognition by Using Bag of SURF: Color Features. HAI (2015)
Batoul Husain Bani Hashem, Tomoko Ozeki
Pedestrian Detection by Using FAST-HOG Features. HAI (2015)
Kenji Ota, Tomoko Ozeki
Performance Evaluation of Tile Coding in Reinforcement Learning. HAI (2015)
Ayaka Kojima, Tomoko Ozeki
Color palette generation for image classification by bag-of-colors. FCV (2015)
Kazunori Murakami, Tomoko Ozeki
Improvement of the Relaxation Procedure in Concurrent Q-Learning. ICONIP (2) (2013)
Hyeyoung Park, Tomoko Ozeki
Singularity and Slow Convergence of the EM algorithm for Gaussian Mixtures. Neural Process. Lett. 29 (1) (2009)
Haikun Wei, Jun Zhang, Florent Cousseau, Tomoko Ozeki, Shun-ichi Amari
Dynamics of Learning Near Singularities in Layered Networks. Neural Comput. 20 (3) (2008)
Florent Cousseau, Tomoko Ozeki, Shun-ichi Amari
Dynamics of Learning in Multilayer Perceptrons Near Singularities. IEEE Trans. Neural Networks 19 (8) (2008)
Shun-ichi Amari, Hyeyoung Park, Tomoko Ozeki
Singularities Affect Dynamics of Learning in Neuromanifolds. Neural Comput. 18 (5) (2006)
Shun-ichi Amari, Tomoko Ozeki, Hyeyoung Park
Learning and inference in hierarchical models with singularities. Systems and Computers in Japan 34 (7) (2003)
Shun-ichi Amari, Tomoko Ozeki, Hyeyoung Park
Generalization Error and Training Error at Singularities of Multilayer Perceptrons. IWANN (1) (2001)
Shun-ichi Amari, Hyeyoung Park, Tomoko Ozeki
Geometrical Singularities in the Neuromanifold of Multilayer Perceptrons. NIPS (2001)