Research Output per year
Personal profile
Education/Academic qualification
Doctor of Science (Technology), Information Technology
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Network
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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 proceeding › Conference contribution › Scientific › peer-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 proceeding › Conference contribution › Scientific
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 proceeding › Conference contribution › Scientific › peer-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. 467-485Research output: Contribution to journal › Article › Scientific › peer-review
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. 201-219Research output: Chapter in Book/Report/Conference proceeding › Chapter › Scientific › peer-review
Projects
APPIA: Access, Privacy, Profiling, and Intelligent Applications part of S2ERC
03/02/2020 → 31/08/2021
Project: Business Finland: Strategic centres for science, technology and innovation (SHOK)
FCAI: Finnish Center for Artificial Intelligence (FCAI)
01/01/2020 → 31/12/2022
Project: Academy of Finland: Other research funding
FCAI: Finnish Center for Artificial Intelligence (FCAI)
01/01/2019 → 31/12/2022
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.
01/04/2017 → 31/08/2021
Project: Academy of Finland: Competitive funding to strengthen university research profiles
Novel machine learning techiniques for studying climate variability and its impacts
01/01/2010 → 31/12/2010
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 types › Visit abroad
Foreign Organisation
Alexander Ilin (Visiting researcher)2009
Activity: Visiting an external institution types › Visit abroad
Foreign Organisation
Alexander Ilin (Visiting researcher)2003
Activity: Visiting an external institution types › Visit abroad