Antti Ukkonen

Person

Description of research and teaching

I am an Academy Research Fellow at the Department of Computer Science, University of Helsinki. I serve as the PI in the Data Science for the Masses project, funded by Academy of Finland

My research interests include combinatorial and probabilistic methods for crowdsourcing/human computation, machine learning, and AI. I like algorithm design and theory, as well as applied data analysis and programming.

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Latest publications

  1. A progressive resampling algorithm for finding very sparse investment portfolios

    Hassinen, M. & Ukkonen, A. E. K., 2018, Proceedings of the Third Workshop on MIning DAta for financial applicationS (MIDAS 2018) co-located with the 2018 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2018).

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

  2. Explaining Deviating Subsets Through Explanation Networks

    Ukkonen, A., Dzyuba, V. & van Leeuwen, M., 30 Dec 2017, Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2017, Skopje, Macedonia, September 18-22, 2017, Proceedings, Part II. Ceci, M., Hollmén, J., Todorovski, L., Vens, C. & Dzeroski, S. (eds.). Cham: Springer International Publishing AG, p. 425-441 17 p. (Lecture Notes in Artificial Intelligence; vol. 10535).

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

  3. Crowdsourced Correlation Clustering with Relative Distance Comparisons

    Ukkonen, A., 18 Dec 2017, Proceedings - 17th IEEE International Conference on Data Mining: 18-21 November 2017, New Orleans, Louisiana. Raghavan, V., Aluru, S., Karypis, G., Miele, L. & Wu, X. (eds.). IEEE, p. 1117-1122 6 p.

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

View all (6) »

Latest activities

  1. Data Mining and Knowledge Discovery (Journal)

    Antti Ukkonen (Editor)
    1 May 201830 Apr 2019

    Activity: Publication peer-review and editorial work typesEditor of special theme number

  2. Data Mining and Knowledge Discovery (Journal)

    Antti Ukkonen (Member of editorial board)
    1 Mar 2018 → …

    Activity: Publication peer-review and editorial work typesEditor of research journal

  3. Learning Embeddings from Probabilistic Triplet Comparisons

    Antti Ukkonen (Supervisor)
    1 Jan 201831 Jul 2018

    Activity: Examination typesSupervision of other thesis (Master's, Licentiate)

View all (5) »

ID: 89694069