石黒 勝彦, Ph. D. - home
Last Updated: Jan. 05, 2016 by Katsuhiko Ishiguro.
所属
2006年4月より、 NTTコミュニケーション科学基礎研究所 研究員。
研究の興味、分野
統計的機械学習、ノンパラメトリックベイズモデル
データマイニング
時系列解析
コンピュータビジョン
代表的な論文
Infinite Plaid Models for Infinite Bi-clustering,
Proceedings of the 30th AAAI Conference on Artificial Intelligence (AAAI-16), to appear.
Averaged Collapsed Variational Bayes Inference and its application to Infinite Relational Model,
NIPS 2014 Workshop on Advances in Variational Inference, 2014.
Collapsed Variatonal Bayes Inference on Infinite Relational Model,
arXiv, arXive:1409.4757 [cs.LG], 2014.
Subset Infinite Relational Models,
Proceedings of the 15th International Conference on Artificial Intelligence and Statistics (AISTATS2012), pp. 547-555, 2012.
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.
Dynamic Infinite Relational Model for Time-varying Relational Data Analysis,
Advances in Nueral Information Processing Systems 23 (Proceedings of NIPS2010), 2010.
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.
Detecting Direction of Causal Interactions Between Dynamically Coupled Signals,
Physical Review E, Vol. 77, No. 2, 026216, 2008.
ishiguro 'どっと' katsuhiko 'あっと' lab 'どっと' ntt 'どっと' co 'どっと' jp
k 'どっと' ishiguro 'どっと' jp 'あっと' ieee 'どっと' org
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