Alexander Ilin

Professor of Practice, Professorship Ilin A.
Professor of Practice, Department of Computer Science
Professor of Practice, Computer Science - Artificial Intelligence and Machine Learning (AIML)

Aalto SCI Computer Science Konemiehentie 2

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Personal profile

Education/Academic qualification

Doctor of Science (Technology), Information Technology

Award Date: 6 Nov 2006

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35 Conference contribution
15 Article
3 Working paper
2 Chapter
More
- 1 Software

An LSTM model for power grid loss prediction
Tulensalo, J., Seppänen, J. & Ilin, A., Dec 2020, In : Electric Power Systems Research. 189, p. 1-4 4 p., 106823.
Research output: Contribution to journal › Article › Scientific › peer-review
Conditional Spoken Digit Generation with StyleGAN
Palkama, K., Juvela, L. & Ilin, A., 2020, Proceedings of Interspeech. International Speech Communication Association, p. 3166-3170 5 p. (Interspeech).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

Open Access
File
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 › peer-review
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

1 Finished
3 Active

APPIA: Access, Privacy, Profiling, and Intelligent Applications part of S2ERC
Ilin, A. & Herranen, M.
03/02/2020 → 31/08/2021
Project: Business Finland: Strategic centres for science, technology and innovation (SHOK)
FCAI: Finnish Center for Artificial Intelligence (FCAI)
Ilin, A. & Dainese, N.
01/01/2020 → 31/12/2022
Project: Academy of Finland: Other research funding
Profi3 Kaski S T31302
Cui, T., Ilin, A., Pulkkinen, T., Mäkelä, K., Mallasto, A., Polis, A., Aushev, A., Kulkarni, T., Murena, P., Wharrie, S. & Vehtari, A.
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
Ilin, A.
01/01/2010 → 31/12/2010
Project: Academy of Finland: Other research funding

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