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Joni Pajarinen

 https://orcid.org/0000-0003-4469-8191

    • Otaniementie 17, 02150 Espoo

    20082022

    Research activity per year

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    Personal profile

    Education/Academic qualification

    Doctoral degree, Engineering and Technology, Aalto University

    Award Date: 13 Feb 2013

    Diplomi-insinööri, Tietotekniikan koulutusohjelma, Ohjelmistojärjestelmät, Teknillinen korkeakoulu

    Award Date: 5 Mar 2004

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    • 18 Conference contribution
    • 4 Article
    • 1 Doctoral Thesis

    • A probabilistic interpretation of self-paced learning with applications to reinforcement learning

      Klink, P., Abdulsamad, H., Belousov, B., D'Eramo, C., Peters, J. & Pajarinen, J., 1 Jul 2021, In: Journal of Machine Learning Research. 22, 52 p.

      Research output: Contribution to journal › Article › Scientific › peer-review

      Open Access
      File
      1 Citation (Scopus)
      6 Downloads (Pure)

    • Convex Regularization in Monte-Carlo Tree Search

      Dam, T., D'Eramo, C., Peters, J. & Pajarinen, J., 2021, Proceedings of the 38th International Conference on Machine Learning, PMLR 139, 2021. Meila, M. & Zhang, T. (eds.). JMLR, 11 p. (Proceedings of Machine Learning Research; vol. 139).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

      Open Access
      File
      2 Downloads (Pure)

    • Latent Derivative Bayesian Last Layer Networks

      Watson, J., Lin, J. A., Klink, P., Pajarinen, J. & Peters, J., 2021, 24TH INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND STATISTICS (AISTATS). Banerjee, A. & Fukumizu, K. (eds.). JMLR, p. 1198-1206 13 p. (Proceedings of Machine Learning Research; vol. 130).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

      Open Access
      File
      3 Downloads (Pure)

    • Machine Learning Based Mobile Network Throughput Classification

      Alho, L., Burian, A., Helenius, J. & Pajarinen, J., 1 Apr 2021, 2021 IEEE Wireless Communications and Networking Conference (WCNC). IEEE, 6 p. 9417365

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

      Open Access
      1 Citation (Scopus)

    • Neural Network Controller for Autonomous Pile Loading Revised

      Yang, W., Strokina, N., Serbenyuk, N., Pajarinen, J., Ghabcheloo, R., Vihonen, J., Aref, M. M. & Kämäräinen, J-K., 18 Oct 2021, 2021 IEEE International Conference on Robotics and Automation (ICRA). IEEE, p. 2198-2204 7 p. 9561804

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

    View all 23 research outputs
    • 2 Conference presentation
    • 1 Position of trust in a society or network
    • 1 Visit abroad