Katsuhiko Ishiguro, Ph. D. - home

Last Updated: Jan. 05, 2016 by Katsuhiko Ishiguro.


Katsuhiko ISHIGURO is a researcher at NTT Communication Science Laboratories. He finished his Ph. D. program at University of Tsukuba in March 2010.

Research area

Statistical Machine Learning, Nonparametric Bayes models
Data Mining
Time Series Analysis
Computer Vision

Selected Papers

K. Ishiguro, I. Sato, M. Nakano, A. Kimura, and N. Ueda,
Infinite Plaid Models for Infinite Bi-clustering,
Proceedings of the 30th AAAI Conference on Artificial Intelligence (AAAI-16), to appear.
K. Ishiguro, I. Sato and N. Ueda,
Averaged Collapsed Variational Bayes Inference and its application to Infinite Relational Model,
NIPS 2014 Workshop on Advances in Variational Inference, 2014.
K. Ishiguro, I. Sato and N. Ueda,
Collapsed Variatonal Bayes Inference on Infinite Relational Model,
arXiv, arXive:1409.4757 [cs.LG], 2014.
K. Ishiguro, N. Ueda and H. Sawada,
Subset Infinite Relational Models,
Proceedings of the 15th International Conference on Artificial Intelligence and Statistics (AISTATS2012), pp. 547-555, 2012.
K. Ishiguro, T. Yamada, S. Araki, T. Nakatani and H. Sawada,
Probabilistic Speaker Diarization with Bag-of-words Representations of Speaker Angle Information,
IEEE Transactions on Audio, Speech and Language Processing, Vol. 20, No. 2, pp. 447-460, 2012.
K. Ishiguro, T. Iwata, N. Ueda and J.Tenenbaum,
Dynamic Infinite Relational Model for Time-varying Relational Data Analysis,
Advances in Nueral Information Processing Systems 23 (Proceedings of NIPS2010), 2010.
K. Ishiguro, T. Yamada and N. Ueda,
Simultaneous Clustering and Tracking Unknown Number of Objects,
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR '08), pp. 1-8, 2008.
K. Ishiguro, N. Otsu, M. Lungarella and Y. Kuniyoshi,
Detecting Direction of Causal Interactions Between Dynamically Coupled Signals,
Physical Review E, Vol. 77, No. 2, 026216, 2008.


ishiguro 'dot' katsuhiko 'AT' lab 'dot' ntt 'dot' co 'dot' jp

k 'dot' ishiguro 'dot' jp 'AT' ieee 'dot' org


[my GitHub home]

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