Paul Blomstedt

Postdoctoral Researcher

Research outputs

  1. 2019
  2. Published
  3. Accepted/In press

    Embarrassingly parallel MCMC using deep invertible transformations

    Mesquita, D., Blomstedt, P. & Kaski, S., 1 Jan 2019, (Accepted/In press) Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial Intelligence, UAI 2019, Tel Aviv, Israel, July 22-25, 2019. AUAI Press

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

  4. Published

    Scalable Bayesian non-linear matrix completion

    Qin, X., Blomstedt, P. & Kaski, S., 1 Jan 2019, Proceedings of the 28th International Joint Conference on Artificial Intelligence, IJCAI 2019. Kraus, S. (ed.). p. 3275-3281 7 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2019-August).

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

  5. 2017
  6. Published

    Resolving outbreak dynamics using Approximate Bayesian Computation for stochastic birth-death models

    Lintusaari, J., Blomstedt, P., Sivula, T., Gutmann, M. U., Kaski, S. & Corander, J., 2017, In : bioRxiv. 11 p.

    Research output: Contribution to journalArticle

  7. 2016
  8. Published

    Modelling-based experiment retrieval: A case study with gene expression clustering

    Blomstedt, P., Dutta, R., Seth, S., Brazma, A. & Kaski, S., 1 May 2016, In : Bioinformatics. 32, 9, p. 1388-1394 7 p.

    Research output: Contribution to journalArticle

  9. 2015
  10. Published

    A Bayesian Predictive Model for Clustering Data of Mixed Discrete and Continuous Type

    Blomstedt, P., Tang, J., Xiong, J., Granlund, C. & Corander, J., 2015, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 37, 3, p. 489-498

    Research output: Contribution to journalArticle

  11. Published

    General state-space population dynamics model for Bayesian stock assessment

    Mantyniemi, S. H. P., Whitlock, R. E., Perala, T. A., Blomstedt, P. A., Vanhatalo, J. P., Rincon, M. M., Kuparinen, A. K., Pulkkinen, H. P. & Sakari Kuikka, O., 2015, In : ICES Journal of Marine Science. 72, 8, p. 2209-2222 14 p.

    Research output: Contribution to journalArticle

  12. Published

    Posterior Predictive Comparisons for the Two-sample Problem

    Blomstedt, P. & Corander, J., 2015, In : COMMUNICATIONS IN STATISTICS: THEORY AND METHODS. 44, 2, p. 376-389

    Research output: Contribution to journalArticle

ID: 44344