Multi-source probabilistic inference research group / Arto Klami

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

Publications

  • 16 Conference contribution
  • 9 Article
  • 2 Conference article

Correcting Predictions for Approximate Bayesian Inference

Kusmierczyk, T., Sakaya, J. & Klami, A., 11 Sep 2019, In : arXiv.org .

Research output: Contribution to journalArticleScientific

Lambert matrix factorization

Klami, A., Lagus, J. & Sakaya, J., 2019, Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2018, Dublin, Ireland, September 10–14, 2018, Proceedings, Part II. Berlingerio, M., Bonchi, F., Gärtner, T., Hurley, N. & Ifrim, G. (eds.). Cham: Springer Nature Switzerland, p. 311-326 17 p. (Lecture Notes in Artificial Intelligence; vol. 11052).

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

Variational Bayesian Decision-making for Continuous Utilities

Kusmierczyk, T., Sakaya, J. & Klami, A., Dec 2019, Advances in Neural Information Processing Systems 32 (NIPS 2019). Wallach, H., Larochelle, H., Beygelzimer, A., d'Alché-Buc, F., Fox, E. & Garnett, R. (eds.). Maryland Heights, MO: Morgan Kaufmann Publishers, 11 p. (Advances in Neural Information Processing Systems).

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

Open Access
File

On Controlling the Size of Clusters in Probabilistic Clustering

Jitta, A. & Klami, A., 2018, Thirty-Second AAAI Conference on Artificial Intelligence. Palo Alto, CA: AAAI Press, p. 3350-3357 8 p.

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

Open Access
File

Transfer-Learning Methods in Programming Course Outcome Prediction

Lagus, J., Longi, K., Klami, A. & Hellas, A., Nov 2018, In : ACM Transactions on Computing Education. 18, 4, p. 19:1-19:18 18 p.

Research output: Contribution to journalArticleScientificpeer-review

Activities

Brain basis of sharing and transmitting representation of social world

Arto Klami (Supervisor)
Oct 2017

Activity: Examination typesPre-examiner of doctoral thesis

Probabilistic machine learning and artificial intelligence

Arto Klami (Speaker)
1 Jun 2017

Activity: Talk or presentation typesInvited talk

IEEE Transactions on Knowledge and Data Engineering (Journal)

Arto Klami (Reviewer)
2016 → …

Activity: Publication peer-review and editorial work typesPeer review of manuscripts

Probabilistic programming: Bayesian modeling made easy

Arto Klami (Speaker)
15 Dec 2016

Activity: Talk or presentation typesInvited talk

IEEE Transactions on Medical Imaging (Journal)

Arto Klami (Reviewer)
2016 → …

Activity: Publication peer-review and editorial work typesPeer review of manuscripts