Publications

Papers

• 「Particle Filter による文脈の動的ベイズ推定」
  持橋大地, 松本裕治. 情報処理学会研究報告 2005-NL-165, pp.59-66, 2005. [slides]
• "Learning Nonstructural Distance Metric by Minimum Cluster Distortions"
  Daichi Mochihashi, Genichiro Kikui, and Kenji Kita.
  Proceedings of the 2004 Conference on Empirical Methods in Natural Language Processing (EMNLP-2004), pp.341-348, Barcelona, July 2004. [slides]

Notes

• "A note on a Variational Bayes derivation of full Bayesian Latent Dirichlet Allocation",
  unpublished manuscript, 2004.

Selected Slides

• 「言語モデル」(PDF)
  NAIST cl-lab Doctor Lecture series, 2004.
• "Latent Dirichlet kernel & Bayesian kernels"
  ÜberSVM2004 (Machine Learning summer camp of cl-lab OB/OG's), 2004.
• "Bayesian Replacement for Good-Turing" (Introduction to MacKay (1994) "Hierarchical Dirichlet Language Model")
  ÜberSVM2004 (Machine Learning summer camp of cl-lab OB/OG's), 2004.

Softwares

• lda-0.1
  A Latent Dirichlet Allocation package in MATLAB and C.
• dm-0.1
  A Dirichlet Mixture toolkit in C.
• matlab-hash-0.1.tar.gz
  A hashtable implementation in MATLAB.
• matlab-text-0.1.tar.gz
  Text handling utilities in MATLAB, to use with matlab-hash.

Former publications