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Personal profile

Artistic and research interests

I am interested in statistical and cognitive aspects of learning. I am currently a researcher and a PhD student in Probabilistic Machine Learning group in HIIT. I am working on multi-armed bandit problem and user intent modeling.

Education/Academic qualification

Master of Science

Award Date: 12 Jul 2014

Keywords

  • Machine learning
  • Probabilistic modelling
  • Bayesian Statistics
  • User intent modeling

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Research Output

Human Strategic Steering Improves Performance of Interactive Optimization

Colella, F., Daee, P., Jokinen, J., Oulasvirta, A. & Kaski, S., 13 May 2020, Proceedings of the 28th ACM Conference on User Modeling, Adaptation and Personalization: UMAP 2020. New York, NY, United States: ACM, p. 293-297 5 p.

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

Open Access
  • Integrating neurophysiologic relevance feedback in intent modeling for information retrieval

    Jacucci, G., Barral, O., Daee, P., Wenzel, M., Serim, B., Ruotsalo, T., Pluchino, P., Freeman, J., Gamberini, L., Kaski, S. & Blankertz, B., 12 Mar 2019, In : JOURNAL OF THE ASSOCIATION FOR INFORMATION SCIENCE AND TECHNOLOGY. 14 p.

    Research output: Contribution to journalArticleScientificpeer-review

    Open Access
    File
  • 4 Citations (Scopus)
    163 Downloads (Pure)

    Interactive AI with a Theory of Mind

    Peltola, T., Çelikok, M. M., Daee, P. & Kaski, S., 2019. 6 p.

    Research output: Contribution to conferencePaperScientificpeer-review

    Machine Teaching of Active Sequential Learners

    Peltola, T., Çelikok, M. M., Daee, P. & Kaski, S., 28 Nov 2019, 33rd Conference on Neural Information Processing Systems: NeurIPS 2019 . Neural Information Processing Systems Foundation, p. 11202-11213 12 p. (Advances in Neural Information Processing Systems).

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

    Open Access
  • A conceptual framework for personalization of indoor comfort parameters based on office workers’ preferences

    Mirzaeifar, S., Daee, P. & Singh, V., 1 Jan 2018, Product Lifecycle Management to Support Industry 4.0 - 15th IFIP WG 5.1 International Conference, PLM 2018, Proceedings. Ríos, J., Noël, F., Chiabert, P. & Bouras, A. (eds.). p. 35-45 11 p. (IFIP Advances in Information and Communication Technology; vol. 540).

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

  • Projects

    White-boxed artificial intelligence

    Kaski, S., Daee, P. & Çelikok, M. M.

    01/01/201831/12/2019

    Project: Academy of Finland: Other research funding

    Interactive machine learning from multiple biodata sources

    Afrabandpey, H., Siren, J., Sundin, I., Shen, Z., Hegde, P., Daee, P., Eranti, P., Kaski, S., Pesonen, H., Reinvall, J., Jälkö, J., Aushev, A., Çelikok, M. M. & Kangas, J.

    01/01/201631/12/2018

    Project: Academy of Finland: Other research funding

    Data-Driven Decision Support for Digital Health

    Sundin, I., Strahl, J., Hegde, P., Kaski, S., Daee, P., Eranti, P., Niinimäki, T. & Vuollekoski, H.

    01/01/201621/09/2018

    Project: Academy of Finland: Other research funding

    ReKnow: Revolution of Knowledge Work 2

    Remes, S., Daee, P., Floreen, P., Leppäaho, E., Gisbrecht, A. & Kaski, S.

    01/04/201531/12/2017

    Project: Business Finland: Other research funding

    REKNOW: Revolution of Knowledge Work

    Kuikkaniemi, K., Micallef, L., Lehtiniemi, T., Nelimarkka, M., Floreen, P., Rozenshtein, P., Daee, P., Turpeinen, M., Kaski, S., Poikola, A., Ravaja, N., Filetti, M. & Savolainen, P.

    01/09/201331/12/2015

    Project: Business Finland: Other research funding

    Activities

    • 1 Visit abroad

    Foreign Organisation

    Pedram Daee (Visiting researcher)

    12 Jun 2016

    Activity: Visiting an external institution typesVisit abroad