20172019

Research output per year

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Personal profile

Fields of Science

  • 112 Statistics and probability

International and National Collaboration Publications and projects within past five years.

Publications

  • 2 Conference contribution
  • 1 Article

Differentially private Markov chain Monte Carlo

Heikkilä, M., Jälkö, J., Dikmen, O. & Honkela, A., 2019, Advances in Neural Information Processing Systems 32. Wallach, H., Larochelle, H., Beygelzimer, A., d'Alché-Buc, F., Fox, E. & Garnett, R. (eds.). NEURAL INFORMATION PROCESSING SYSTEMS (NIPS), Vol. 32. 11 p. (Advances in Neural Information Processing Systems; vol. 32).

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Open Access
File

Representation transfer for differentially private drug sensitivity prediction

Niinimäki, T., Heikkilä, M. A., Honkela, A. & Kaski, S., 5 Jul 2019, In : Bioinformatics. 35, 14, p. i218-i224 7 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File

Differentially private Bayesian learning on distributed data

Heikkila, M., Lagerspetz, E., Kaski, S., Shimizu, K., Tarkoma, S. & Honkela, A., 2017, Advances in Neural Information Processing Systems 30 (NIPS 2017). Guyon, I., Luxburg, U. V., Bengio, S., Wallach, H., Fergus, R., Vishwanathan, S. & Garnett, R. (eds.). NEURAL INFORMATION PROCESSING SYSTEMS (NIPS), Vol. 30. 10 p. (Advances in Neural Information Processing Systems; vol. 30).

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Open Access
File