Research output per year
Research output per year
Personal profile
Biography
My webpage is at https://kaski-lab.com
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):
External positions
Research Director, Christabel Pankhurst Institute for Health Technology
2021 → …
Director, ELLIS Unit Helsinki, Aalto University
2020 → …
Director, Finnish Center for Artificial Intelligence (FCAI), Aalto University
2018 → …
Vice Director, Center of Excellence in Adaptive Informatics Research, Aalto University
2006 → 2011
Research Beacons, Institutes and Platforms
- Christabel Pankhurst Institute
- Institute for Data Science and AI
- Sustainable Futures
- Digital Futures
Keywords
- Machine Learning
- Probabilistic Modelling
- Artificial Inteligence
- Bioinformatics
- Computational medicine
- User-centred Design
- Brain signal analysis
- User interaction
Fingerprint
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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
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Amortized Bayesian Experimental Design for Decision-Making
Huang, D., Guo, Y., Acerbi, L. & Kaski, S., 2024, Advances in Neural Information Processing Systems 37 - 38th Conference on Neural Information Processing Systems, NeurIPS 2024. Neural information processing systems foundationResearch output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
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Bayesian reduced rank regression models generalizable neural fingerprints that differentiate between individuals in magnetoencephalography data
Haakana, J., Merz, S., Kaski, S., Renvall, H. & Salmelin, R., 14 Mar 2024, In: European Journal of Neuroscience. 59, 9, p. 2320-2335 16 p.Research output: Contribution to journal › Article › peer-review
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Collaborative learning from distributed data with differentially private synthetic data
Prediger, L., Jälkö, J., Honkela, A. & Kaski, S., 14 Jun 2024, In: BMC Medical Informatics and Decision Making. 24, 1, p. 1-14 14 p., 167.Research output: Contribution to journal › Article › peer-review
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Deep Bayesian Experimental Design for Drug Discovery
Masood, M. A., Cui, T. & Kaski, S., 20 Sept 2024, AI in Drug Discovery - 1st International Workshop, AIDD 2024, Held in Conjunction with ICANN 2024, Proceedings. Springer London, p. 149-159 11 p.Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
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DroneDiffusion: Robust Quadrotor Dynamics Learning with Diffusion Models
Das, A., Yadav, R., Sun, S., Sun, M., Kaski, S. & Pan, W., 2024, (Submitted).Research output: Preprint/Working paper › Preprint
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Turing AI Fellowship: Human-AI Research Teams - Steering AI in Experimental Design and Decision-Making
Kaski, S. (PI), Bristow, R. (CoI), Cai, P. (CoI), Jay, C. (CoI) & Peek, N. (CoI)
1/10/21 → 30/09/26
Project: Research
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MCAIF: Centre for AI Fundamentals
Kaski, S. (PI), Alvarez, M. (Researcher), Pan, W. (Researcher), Mu, T. (Researcher), Rivasplata, O. (PI), Sun, M. (PI), Mukherjee, A. (PI), Caprio, M. (PI), Sonee, A. (Researcher), Leroy, A. (Researcher), Wang, J. (Researcher), Lee, J. (Researcher), Parakkal Unni, M. (Researcher), Sloman, S. (Researcher), Menary, S. (Researcher), Quilter, T. (Researcher), Hosseinzadeh, A. (PGR student), Mousa, A. (PGR student), Glover, E. (PGR student), Das, A. (PGR student), DURSUN, F. (PGR student), Zhu, H. (PGR student), Abdi, H. (PGR student), Dandago, K. (PGR student), Piriyajitakonkij, M. (PGR student), Rachman, R. (PGR student), Shi, X. (PGR student), Keany, T. (PGR student), Liu, X. (PGR student), Jiang, Y. (PGR student), Wan, Z. (PGR student), Harrison, M. (Support team), Machado, M. (Support team), Hartford, J. (PI), Kangin, D. (Researcher), Harikumar, H. (PI), Dubey, M. (PI), Parakkal Unni, M. (PI), Dash, S. P. (PGR student), Mi, X. (PGR student) & Barlas, Y. (PGR student)
1/10/21 → 30/09/26
Project: Research
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RAI: Centre for Robotics and Artificial Intelligence
Cangelosi, A. (PI), Lennox, B. (PI), Weightman, A. (CoI), Dennis, L. (CoI), Dixon, C. (CoI), Fisher, M. (CoI), Herrmann, G. (CoI), Dickson, A. (CoI), Lanzon, A. (CoI), Stancu, A. (CoI), Miller, A. (CoI), Freitas, A. (CoI), Nini, A. (CoI), Voronkov, A. (CoI), Brass, A. (CoI), Vijayaraghavan, A. (CoI), Parslew, B. (CoI), crowther, W. (CoI), Grieve, B. (CoI), Adorno, B. (CoI), Jay, C. (CoI), Wang, C. C. L. (CoI), Todd, C. (CoI), Soutis, C. (CoI), Arsene, C. (CoI), Dresner, D. (CoI), Barrett, E. (CoI), Gowen, E. (CoI), Arvin, F. (CoI), Podd, F. (CoI), Brown, G. (CoI), Reger, G. (CoI), Cooper, G. (CoI), Mairs, H. (CoI), Yin, H. (CoI), Kinloch, I. (CoI), Eleftheriou, I. (CoI), Li, J. (CoI), Carrasco Gomez, J. (CoI), Ainsworth, J. (CoI), Sinha, J. (CoI), Ozanyan, K. (CoI), Smith, K. (CoI), Twomey, K. (CoI), Margetts, L. (CoI), Ren, L. (CoI), Zhang, L. (CoI), Cordeiro, L. (CoI), Rattray, M. (PI), Bissett, M. (CoI), Elliot, M. (CoI), Alvarez, M. (CoI), Luján, M. (CoI), Nabawy BSc, MSc, PhD, MRAeS, SMAIAA, FHEA, M. (CoI), Peek, N. (CoI), Marjanovic, O. (CoI), Dorn, O. (CoI), Dudek, P. (CoI), Green, P. (CoI), Connolly, P. (CoI), Da Silva Bartolo, P. J. (CoI), Gardner, P. (CoI), Martin, P. (CoI), Potluri, P. (CoI), Curtis, R. (CoI), Schmidt, R. (CoI), Banach, R. (CoI), Batista-Navarro, R. T. (CoI), Kaski, S. (CoI), Midson, S. (CoI), Watson, S. (CoI), Holm, S. (CoI), Furber, S. (CoI), Schlegel, V. (CoI), Mirihanage, W. (CoI), Mansell, W. (CoI), Pan, W. (CoI), Sampson, W. (CoI), Sellers, W. (CoI), Yang, W. (CoI), Cai, P. (CoI), Sun, Y. (CoI), Alharthi, A. (Researcher), Macario Rojas, A. (Researcher), Serhan, B. (Researcher), Yu, C. (Researcher), Abara, D. (Researcher), Lopez Pulgarin, E. (Researcher), Faruq, F. (Researcher), Tavella, F. (Researcher), Semeraro, F. (Researcher), Liu, G. (Researcher), Fang, G. (Researcher), Niu, H. (Researcher), Taylor, H. (PI), Zhu, H. (PGR student), Collenette, J. (Researcher), Amano, K. (Researcher), Lo, K. C. J. (PGR student), Raggioli, L. (Researcher), Romeo, M. (Researcher), Ruocco, M. (PGR student), Ghaffari Saadat, M. (Researcher), Walmsley, M. (Researcher), Mubarik, A. (Researcher), Vinanzi, S. (Researcher), Su, Y.-H. (PGR student), McAleese, H. (PGR student), Stringer, P. (PGR student), Stoican, R. (PGR student), Ye, R. (PGR student), Kurawa, S. S. (PGR student), Zhang, T. (PGR student), Krywonos, W. (PGR student), Xu, Y. (PGR student), Tian, Y. (PGR student), Henderson, A. (Technical team), Morley, D. (Support team), Tallentire, J. (Support team), Smith, J. (Support team), Hawthornthwaite, S. (Support team), Carlson, J. (Support team) & Baniqued, P. D. (Researcher)
Project: Research
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Neural information extraction, Multi-view, multi-modal VAEs for inferring and ranking associations in context, and Visual analytics.
Ananiadou, S. (PI), Kaski, S. (CoI) & Rattray, M. (CoI)
1/04/23 → 29/02/24
Project: Research
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EBSynerGy: 21EBTA: Engineering Biology with Synthetic Genomes
Cai, P. (PI), Barran, P. (CoI), Delneri, D. (CoI), Green, A. (CoI), Kaski, S. (CoI), Lovelock, S. (CoI), Micklefield, J. (CoI) & Shapira, P. (CoI)
31/01/22 → 30/01/24
Project: Research
Prizes
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FCAI receives Aalto University's Pioneering Excellence Award 2022
Kaski, S. (Recipient), 4 Oct 2022
Prize: Prize (including medals and awards)
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Activities
- 1 Invited talk
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Collaborative AI for assisting virtual laboratories
Kaski, S. (Speaker)
2 Dec 2022Activity: Talk or presentation › Invited talk › Research
Datasets
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Human-in-the-loop assisted de novo molecular design
Sundin, I. (Creator), Voronov, A. (Creator), Xiao, H. (Creator), Papadopoulos, K. (Creator), Bjerrum, E. J. (Creator), Heinonen, M. (Creator), Patronov, A. (Creator), Kaski, S. (Creator) & Engkvist, O. (Creator), Springer Nature, 13 Aug 2024
DOI: 10.6084/m9.figshare.c.6582620, https://springernature.figshare.com/collections/Human-in-the-loop_assisted_de_novo_molecular_design/6582620
Dataset
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Human-in-the-loop active learning for goal-oriented molecule generation
Nahal, Y. (Creator), Menke, J. (Creator), Martinelli, J. (Creator), Heinonen, M. (Creator), Kabeshov, M. (Creator), Janet, J. P. (Creator), Nittinger, E. (Creator), Engkvist, O. (Creator) & Kaski, S. (Creator), Springer Nature, 10 Dec 2024
DOI: 10.6084/m9.figshare.c.7577679, https://springernature.figshare.com/collections/Human-in-the-loop_active_learning_for_goal-oriented_molecule_generation/7577679
Dataset
Press/Media
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City should help lead the way to AI future
Kaski, S., Lennox, B. & Curry, R.
10/09/23
1 item of Media coverage
Press/Media: Expert comment
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BBC interview: AI policy - Does AI need more regulation - or more research?
2/05/23
1 Media contribution
Press/Media: Expert comment
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University of Manchester becomes European centre for leading AI research
8/11/21
1 item of Media coverage
Press/Media: Expert comment
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Articles about Samuel Kaski receiving the Turing Fellowship
30/07/21
3 items of Media coverage
Press/Media: Expert comment