akuz.me/nko machine learning, artificial intelligence, and what not


Research notes:

  Portfolio Optimization with Trading Cost
Andrey Kuzmenko, 9 March 2014, Research Note.

  Simulated Annealing for Dirichlet Priors in LDA
Andrey Kuzmenko, 25 January 2014, Research Note.

  Gibbs Sampling for LDA with Asymmetric Dirichlet Priors
Andrey Kuzmenko, 1 July 2011, Research Note.

Conference papers:

Structure relaxation method for self-organizing neural networks. A. Kuzmenko, N. Zagoruyko, Proceedings of the 17th International Conference on Pattern Recognition (ICPR’04) - Volume 4. 2004, Piscataway, NJ, United States: IEEE, 589-592. The conference took place in Cambridge, England, UK.

Monte-Carlo subsampling for educating polynomial neural networks on large data volume. A. Kuzmenko, 7th International Conference on Pattern Recognition and Image Analysis (PRIA-04), St.Petersburg, Russia, 2004.