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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  • 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 journalArticleScientificpeer-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 proceedingConference contributionScientificpeer-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 proceedingConference contributionScientificpeer-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 proceedingConference contributionScientificpeer-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 proceedingConference contributionScientificpeer-review