Alexander Ilin

  • Aalto SCI Computer Science Konemiehentie 2

20032020

Research output per year

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Personal profile

Education/Academic qualification

Doctor of Science (Technology), Information Technology

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Research Output

Active one-shot learning with prototypical networks

Boney, R. & Ilin, A., 1 Jan 2019, ESANN 2019 - Proceedings, 27th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning. p. 583-588 6 p.

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

  • Regularizing Model-Based Planning with Energy-Based Models

    Boney, R., Kannala, J. & Ilin, A., 2019, (Accepted/In press) Conference on Robot Learning 2019.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientific

    Regularizing Trajectory Optimization with Denoising Autoencoders

    Boney, R., Di Palo, N., Berglund, M., Ilin, A., Kannala, J., Rasmus, A. & Valpola, H., 2019, 33rd Conference on Neural Information Processing Systems: NeurIPS 2019 . Neural Information Processing Systems Foundation, (Advances in Neural Information Processing Systems).

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

    Open Access

    Empirical evaluation of bayesian optimization in parametric tuning of chaotic systems

    Abbas, M., Ilin, A., Solonen, A., Hakkarainen, J., Oja, E. & Järvinen, H., 2016, In : INTERNATIONAL JOURNAL FOR UNCERTAINTY QUANTIFICATION. 6, 6, p. 467-485

    Research output: Contribution to journalArticleScientificpeer-review

  • 1 Citation (Scopus)

    How to Pretrain Deep Boltzmann Machines in Two Stages

    Cho, K., Raiko, T., Ilin, A. & Karhunen, J., 2015, Springer Series in Bio-/Neuroinformatics: Artificial Neural Networks, Methods and Applications in Bio-/Neuroinformatics. Koprinkova-Hristova, P., Mladenov, V. & Kasabov, N. K. (eds.). Switzerland, p. 201-219

    Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

    1 Citation (Scopus)

    Projects

    APPIA: Access, Privacy, Profiling, and Intelligent Applications part of S2ERC

    Ilin, A.

    03/02/202031/08/2021

    Project: Business Finland: Strategic centres for science, technology and innovation (SHOK)

    FCAI: Finnish Center for Artificial Intelligence (FCAI)

    Ilin, A.

    01/01/202031/12/2022

    Project: Academy of Finland: Other research funding

    FCAI: Finnish Center for Artificial Intelligence (FCAI)

    Ilin, A.

    01/01/201931/12/2022

    Project: Academy of Finland: Other research funding

    Profi3 Kaski S T31302

    Cui, T., Ilin, A., Pulkkinen, T., Puolamäki, K., Mäkelä, K., Mallasto, A., Polis, A., Aushev, A., Kulkarni, T. & Murena, P.

    01/04/201731/08/2021

    Project: Academy of Finland: Competitive funding to strengthen university research profiles

    Novel machine learning techiniques for studying climate variability and its impacts

    Ilin, A.

    01/01/201031/12/2010

    Project: Academy of Finland: Other research funding

    Activities

    • 3 Visit abroad

    UK Met Office Hadley Centre

    Alexander Ilin (Visiting researcher)
    2010

    Activity: Visiting an external institution typesVisit abroad

    Foreign Organisation

    Alexander Ilin (Visiting researcher)
    2009

    Activity: Visiting an external institution typesVisit abroad

    Foreign Organisation

    Alexander Ilin (Visiting researcher)
    2003

    Activity: Visiting an external institution typesVisit abroad