Research output per year
Research output per year
Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
Doctoral degree, Engineering and Technology, Helsinki University of Technology
Award Date: 6 Nov 2006
Fingerprint
Dive into the research topics where Alexander Ilin is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 1 Similar Profiles
Network
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
-
A Relational Model for One-Shot Classification of Images and Pen Strokes
Polis, A. & Ilin, A., 28 Aug 2022, In: Neurocomputing. 501, p. 1-13 13 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile3 Downloads (Pure) -
Compositional Generalization in Grounded Language Learning via Induced Model Sparsity
Spilsbury, S. & Ilin, A., 2022, NAACL 2022 - 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Student Research Workshop. Association for Computational Linguistics, p. 143-155 13 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile4 Downloads (Pure) -
Learning to Drive (L2D) as a Low-Cost Benchmark for Real-World Reinforcement Learning
Viitala, A., Boney, R., Zhao, Y., Ilin, A. & Kahala, J., Jan 2022, 20th International Conference on Advanced Robotics, ICAR. IEEE, p. 275-281 7 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open Access -
Molecule graph reconstruction from atomic force microscope images with machine learning
Oinonen, N., Kurki, L., Ilin, A. & Foster, A. S., Sep 2022, In: MRS Bulletin. 47, 9, p. 895-905Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile1 Downloads (Pure) -
RNA secondary structure prediction with convolutional neural networks
Saman Booy, M., Ilin, A. & Orponen, P., Feb 2022, In: BMC Bioinformatics. 23, 1, p. 1-15 15 p., 58.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile34 Downloads (Pure)
-
FCAI: Finnish Center for Artificial Intelligence (FCAI)
Ilin, A., Dainese, N., Kujanpää, K. & Smirnov, M.
01/01/2020 → 31/12/2022
Project: Academy of Finland: Other research funding
-
APPIA: Access, Privacy, Profiling, and Intelligent Applications part of S2ERC
Ilin, A., Herranen, M. & Kujanpää, K.
03/02/2020 → 31/05/2021
Project: Business Finland: Strategic centres for science, technology and innovation (SHOK)
-
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 Visiting an external academic institution
-
UK Met Office Hadley Centre
Alexander Ilin (Visiting researcher)
2010Activity: Visiting an external institution types › Visiting an external academic institution
-
Foreign Organisation
Alexander Ilin (Visiting researcher)
2009Activity: Visiting an external institution types › Visiting an external academic institution
-
Foreign Organisation
Alexander Ilin (Visiting researcher)
2003Activity: Visiting an external institution types › Visiting an external academic institution
Press / Media
-
Sample-Efficient Methods for Real-World Deep Reinforcement Learning
25/05/2022
1 item of Media coverage
Press/Media: Media appearance
-
Aalto University: Neste and FCAI Collaboration - Optimizing Chemical Reactors With AI
Alexander Ilin & Francesco Corona
03/05/2022
1 item of Media coverage
Press/Media: Media appearance