Research output per year
Research output per year
Organisation profile
Organisation profile
Artificial Intelligence and Machine Learning
Department of Computer Science Research area
Fundamentals and practical impact of AI on businesses and societies.
AI is a major focus area of Aalto University and the Department of Computer Science. Building on the department's strong tradition that includes neural network pioneers Teuvo Kohonen and Erkki Oja.
Our research contributes both to the fundamentals of AI across its many subfields, as well as to the accelerating practical impact AI has on businesses and societies.
The Department of Computer Science is a key player in the Finnish Center for Artificial Intelligence FCAI, a major ecosystem of academic, private and public sector partners.
Research area webpage: https://www.aalto.fi/en/department-of-computer-science/artificial-intelligence-and-machine-learning
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. Our work contributes towards the following SDG(s):
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Profiles
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Corinna Coupette
- Department of Computer Science - Assistant Professor
- Computer Science Professors - Assistant Professor
- Computer Science - Algorithms and Theoretical Computer Science (TCS) - Research area - Assistant Professor
- Computer Science - Artificial Intelligence and Machine Learning (AIML) - Research area - Assistant Professor
- Computer Science - Complex Systems (Cxsys) - Research area - Assistant Professor
- Computer Science - Digital Ethics, Society and Policy (Digital-ESP) - Research area - Assistant Professor
Person: Professors, tenure track
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Vikas Garg
- Department of Computer Science - Assistant Professor
- Computer Science Professors - Assistant Professor
- Computer Science - Artificial Intelligence and Machine Learning (AIML) - Research area - Assistant Professor
- Professorship Garg Vikas - Assistant Professor
Person: Professors, tenure track
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Wilhelmiina Hämäläinen
- Department of Computer Science - Senior University Lecturer
- Computer Science Lecturers - Senior University Lecturer
- Computer Science - Artificial Intelligence and Machine Learning (AIML) - Research area - Senior University Lecturer
- Computer Science - Computational Life Sciences (CSLife) - Research area - Senior University Lecturer
- Lecturer Hämäläinen Wilhelmiina group - Senior University Lecturer
Person: Teaching staff
Research output
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A2-GNN: Angle-Annular GNN for Visual Descriptor-free Camera Relocalization
Zhang, Y., Wang, S. & Kannala, J., 2025, (Accepted/In press).Research output: Contribution to conference › Paper › Scientific › peer-review
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Active Learning of Molecular Data for Task-Specific Objectives
Ghosh, K., Todorovic, M., Vehtari, A. & Rinke, P., 7 Jan 2025, In: Journal of Chemical Physics. 162, 1, 014103.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile12 Downloads (Pure) -
Advances in projection predictive inference
McLatchie, Y., Rögnvaldsson, S., Weber, F. & Vehtari, A., 2025, In: Statistical Science. 40, 1, p. 128-147 20 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile3 Citations (Scopus)24 Downloads (Pure)
Datasets
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LetterSampo Finland
Ahola, A. (Creator), Björklund, M. (Creator), Drobac, S. (Creator), Enqvist, J. (Creator), Hyvönen, E. A. (Creator), Jauhiainen, I. (Creator), Kanervo, S. (Creator), Koho, M. (Creator), Koho, O. (Creator), Kukkonen, V. (Creator), Leal, R. (Creator), Leskinen, P. (Creator), La Mela, M. (Creator), Paloposki, H.-L. (Creator), Pikkanen, I. (Creator), Poikkimäki, H. (Creator), Rantala, H. (Creator), Sainio, S. (Creator), Tuominen, J. (Creator) & Wahjoe, M. (Creator), Zenodo, 27 May 2025
DOI: 10.5281/zenodo.15210589, https://zenodo.org/records/15210590
Dataset
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LetterSampo: CKCC
Hyvönen, E. (Supervisor), Leskinen, P. (Creator) & Tuominen, J. (Supervisor), Zenodo, 19 Nov 2021
DOI: 10.5281/zenodo.5970105, https://seco.cs.aalto.fi/projects/rrl/ and 2 more links, https://www.ldf.fi/dataset/ckcc, http://ckcc.huygens.knaw.nl/epistolarium/ (show fewer)
Dataset
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Biological constraints for parameter values of large-scale biologically plausible human Neuroscience models
Williams, N. (Creator), Ojanperä, A. (Contributor), Siebenhühner, F. (Contributor), Toselli, B. (Contributor), Palva, S. (Contributor), Arnulfo, G. (Contributor), Kaski, S. (Contributor) & Palva, M. (Contributor), Mendeley Data, 2023
DOI: 10.17632/5kgw7ssbpx.1, https://data.mendeley.com/datasets/5kgw7ssbpx
Dataset
Prizes
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Best Student Paper Award at the IEEE ICASSP 2023 Conference
Moliner Juanpere, E. (Student prize recipient), Lehtinen, J. (Advisor) & Välimäki, V. (Supervising professor), 9 Jun 2023
Prize: Award or honor granted for a specific work
File -
Outstanding Reviewer Award ACL 2021 Conference
Babbar, R. (Recipient), 12 Jul 2021
Prize: Award or honor granted for a specific work
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Phase I Finalist in OpenCV AI Competition 2021
Solin, A. (Recipient), 2021
Prize: Invitation or ranking in competition
Activities
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Opponent at KTH Stockholm
Jung, A. (Examiner)
10 Feb 2025Activity: Academic assessments › Pre-examination of doctoral thesis or acting as opponent to doctoral students or membership of doctoral thesis committee or board
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The Finnish AI Landscape
Kaski, S. (Speaker)
2025Activity: Talk or presentation types › Academic keynote or plenary lecture
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Swedish research council (VR) review panel in cyber- and information security
Jung, A. (Examiner)
2025 → …Activity: Academic assessments › Evaluation of funding applications
Press/Media
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Professori tekoälystä: "Eurooppa on ihan kauheassa jälkijunassa"
18/02/2025
1 item of Media coverage
Press/Media: Media appearance
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Yhdysvallat on tekoälykukkulan kiistaton kuningas, mutta miksi Eurooppa kaivaa lähinnä kuoppaa itselleen?
18/02/2025
1 item of Media coverage
Press/Media: Media appearance
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”Onko mitään järkeä kysyä kielimallilta mitä syödä aamiaiseksi, jos tämä kuluttaa valtavasti energiaa?” – Miten Deepseekin tehokkuus syntyy?
17/02/2025
1 item of Media coverage
Press/Media: Media appearance