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• english

• Introduction
• Opiskelutuotokset
• Misc

Teppo Niinimäki

Contact

• Room: A338
• E-Mail: firstname.lastname@helsinki.fi (without dots over ä)

Teaching

• Randomized Algorithms II, Spring 2013
• Randomized Algorithms I, Spring 2013
• Design and Analysis of Algorithms, Fall 2012
• Probabilistic Models, Spring 2012

Publications

• T. Niinimäki and P. Parviainen. Local Structure Discovery in Bayesian Networks. 28th Conference on Uncertainty in Artificial Intelligence (UAI 2012)
  paper, poster, presentation slides (Workshop on Causal Structure Learning), software
• T. Niinimäki, P. Parviainen and M. Koivisto. Partial Order MCMC for Structure Discovery in Bayesian Networks. 27th Conference on Uncertainty in Artificial Intelligence (UAI 2011)
  paper, poster, software
• T. Niinimäki. Kromosomien välisten genotyyppiassosiaatioiden etsintä. M.Sc. thesis (in Finnish), Department of Computer Science, University of Helsinki, C-2010-47, 2010.
  paper

Software

• BEANDisco is a software for Bayesian network structure discover from given data. It takes discrete data as input and outputs the estimated probability for each potential arc. The probabilities can be either approximated or computed exactly (if the number of variables is small).