Tomoko Ozeki

According to our database, Tomoko Ozeki authored at least 15 papers between 2001 and 2018.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2018

Dynamics of Learning in MLP: Natural Gradient and Singularity Revisited.

Shun-ichi Amari, Tomoko Ozeki, Ryo Karakida, Yuki Yoshida, Masato Okada

Neural Comput., 2018

2015

Face Recognition by Using SURF Features with Block-Based Bag of Feature Models.

Ahmed Salem, Tomoko Ozeki

Proceedings of the 3rd International Conference on Human-Agent Interaction, 2015

Performance Evaluation of Tile Coding in Reinforcement Learning.

Kenji Ota, Tomoko Ozeki

Proceedings of the 3rd International Conference on Human-Agent Interaction, 2015

Pedestrian Detection by Using FAST-HOG Features.

Batoul Husain Bani Hashem, Tomoko Ozeki

Proceedings of the 3rd International Conference on Human-Agent Interaction, 2015

Food Image Recognition by Using Bag-of-SURF Features and HOG Features.

Almarzooqi Ahmed, Tomoko Ozeki

Proceedings of the 3rd International Conference on Human-Agent Interaction, 2015

Food Image Recognition by Using Bag of SURF: Color Features.

Alameri Abdulrahman, Tomoko Ozeki

Proceedings of the 3rd International Conference on Human-Agent Interaction, 2015

Color palette generation for image classification by bag-of-colors.

Ayaka Kojima, Tomoko Ozeki

Proceedings of the 21st Korea-Japan Joint Workshop on Frontiers of Computer Vision, 2015

2013

Improvement of the Relaxation Procedure in Concurrent Q-Learning.

Kazunori Murakami, Tomoko Ozeki

Proceedings of the Neural Information Processing - 20th International Conference, 2013

2009

Singularity and Slow Convergence of the EM algorithm for Gaussian Mixtures.

Hyeyoung Park, Tomoko Ozeki

Neural Process. Lett., 2009

2008

Dynamics of Learning in Multilayer Perceptrons Near Singularities.

Florent Cousseau, Tomoko Ozeki, Shun-ichi Amari

IEEE Trans. Neural Networks, 2008

Dynamics of Learning Near Singularities in Layered Networks.

Haikun Wei, Jun Zhang, Florent Cousseau, Tomoko Ozeki, Shun-ichi Amari

Neural Comput., 2008

2006

Singularities Affect Dynamics of Learning in Neuromanifolds.

Shun-ichi Amari, Hyeyoung Park, Tomoko Ozeki

Neural Comput., 2006

2003

Learning and inference in hierarchical models with singularities.

Shun-ichi Amari, Tomoko Ozeki, Hyeyoung Park

Syst. Comput. Jpn., 2003

2001

Geometrical Singularities in the Neuromanifold of Multilayer Perceptrons.

Shun-ichi Amari, Hyeyoung Park, Tomoko Ozeki

Proceedings of the Advances in Neural Information Processing Systems 14 [Neural Information Processing Systems: Natural and Synthetic, 2001

Generalization Error and Training Error at Singularities of Multilayer Perceptrons.

Shun-ichi Amari, Tomoko Ozeki, Hyeyoung Park

Proceedings of the Connectionist Models of Neurons, 2001