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Tomoko Ozeki
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Journal Articles
- 2018
- [j6]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) - 2009
- [j5]Hyeyoung Park, Tomoko Ozeki:
Singularity and Slow Convergence of the EM algorithm for Gaussian Mixtures. Neural Process. Lett. 29(1): 45-59 (2009) - 2008
- [j4]Haikun Wei, Jun Zhang, Florent Cousseau, Tomoko Ozeki, Shun-ichi Amari:
Dynamics of Learning Near Singularities in Layered Networks. Neural Comput. 20(3): 813-843 (2008) - [j3]Florent Cousseau, Tomoko Ozeki, Shun-ichi Amari:
Dynamics of Learning in Multilayer Perceptrons Near Singularities. IEEE Trans. Neural Networks 19(8): 1313-1328 (2008) - 2006
- [j2]Shun-ichi Amari, Hyeyoung Park, Tomoko Ozeki:
Singularities Affect Dynamics of Learning in Neuromanifolds. Neural Comput. 18(5): 1007-1065 (2006) - 2003
- [j1]Shun-ichi Amari, Tomoko Ozeki, Hyeyoung Park:
Learning and inference in hierarchical models with singularities. Syst. Comput. Jpn. 34(7): 34-42 (2003)
Conference and Workshop Papers
- 2015
- [c9]Ayaka Kojima, Tomoko Ozeki:
Color palette generation for image classification by bag-of-colors. FCV 2015: 1-5 - [c8]Almarzooqi Ahmed, Tomoko Ozeki:
Food Image Recognition by Using Bag-of-SURF Features and HOG Features. HAI 2015: 179-180 - [c7]Kenji Ota, Tomoko Ozeki:
Performance Evaluation of Tile Coding in Reinforcement Learning. HAI 2015: 203-205 - [c6]Alameri Abdulrahman, Tomoko Ozeki:
Food Image Recognition by Using Bag of SURF: Color Features. HAI 2015: 207-208 - [c5]Batoul Husain Bani Hashem, Tomoko Ozeki:
Pedestrian Detection by Using FAST-HOG Features. HAI 2015: 277-278 - [c4]Ahmed Salem, Tomoko Ozeki:
Face Recognition by Using SURF Features with Block-Based Bag of Feature Models. HAI 2015: 309-310 - 2013
- [c3]Kazunori Murakami, Tomoko Ozeki:
Improvement of the Relaxation Procedure in Concurrent Q-Learning. ICONIP (2) 2013: 84-91 - 2001
- [c2]Shun-ichi Amari, Tomoko Ozeki, Hyeyoung Park:
Generalization Error and Training Error at Singularities of Multilayer Perceptrons. IWANN (1) 2001: 325-332 - [c1]Shun-ichi Amari, Hyeyoung Park, Tomoko Ozeki:
Geometrical Singularities in the Neuromanifold of Multilayer Perceptrons. NIPS 2001: 343-350
Coauthor Index
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