Research output per year
Research output per year
Personal profile
Biography
I am Professor of Artificial Intelligence at the University of Manchester and at Aalto University, Helsinki. In Manchester I am Research Director of the Christabel Pankhurst Institute for Health Technology Research and Innovation, and in Helsinki lead the Finnish Center for Artificial Intelligence Research FCAI and ELLIS Unit Helsinki.
I am an ELLIS Fellow and Turing Fellow of the Alan Turing Institute.
Why all this? Because of the big synergistic opportunities. Stay tuned for exciting developments in Manchester in the near future!
This profile heavily under construction.
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):
Research Beacons, Institutes and Platforms
- Institute for Data Science and AI
- Sustainable Futures
- Digital Futures
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A decision-theoretic approach for model interpretability in Bayesian framework
Afrabandpey, H., Peltola, T., Piironen, J., Vehtari, A. & Kaski, S., 4 Sep 2020, In: Machine Learning. 109, 9-10, p. 1855-1876 22 p.Research output: Contribution to journal › Article › peer-review
Open Access -
A high-performance implementation of bayesian matrix factorization with limited communication
Vander Aa, T., Qin, X., Blomstedt, P., Wuyts, R., Verachtert, W. & Kaski, S., 15 Jun 2020, Computational Science – ICCS 2020 - 20th International Conference, Proceedings. Krzhizhanovskaya, V. V., Závodszky, G., Lees, M. H., Sloot, P. M. A., Sloot, P. M. A., Sloot, P. M. A., Dongarra, J. J., Brissos, S. & Teixeira, J. (eds.). Springer London, p. 3-16 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12142 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Deep Convolutional Gaussian Processes
Blomqvist, K., Kaski, S. & Heinonen, M., 30 Apr 2020, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2019, Proceedings. Brefeld, U., Fromont, E., Hotho, A., Knobbe, A., Maathuis, M. & Robardet, C. (eds.). Springer London, p. 582-597 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11907 LNAI).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Human Strategic Steering Improves Performance of Interactive Optimization
Colella, F., Daee, P., Jokinen, J., Oulasvirta, A. & Kaski, S., 7 Jul 2020, UMAP 2020 - Proceedings of the 28th ACM Conference on User Modeling, Adaptation and Personalization. Association for Computing Machinery, p. 293-297 5 p. (UMAP 2020 - Proceedings of the 28th ACM Conference on User Modeling, Adaptation and Personalization).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Interactive faceted query suggestion for exploratory search: Whole-session effectiveness and interaction engagement
Ruotsalo, T., Jacucci, G. & Kaski, S., 1 Jul 2020, In: Journal of the Association for Information Science and Technology. 71, 7, p. 742-756 15 p.Research output: Contribution to journal › Article › peer-review
Projects
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RAI: Centre for Robotics and Artificial Intelligence
Cangelosi, A., Lennox, B., Weightman, A., Dennis, L., Dixon, C., Fisher, M., Herrmann, G., Dickson, A., Lanzon, A., Stancu, A., Saiani, A., Freitas, A., Nini, A., Voronkov, A., Brass, A., Vijayaraghavan, A., Parslew, B., crowther, W., Grieve, B., Adorno, B., Jay, C., Wang, C. C. L., Todd, C., Soutis, C., Arsene, C., Dresner, D., Barrett, E., Gowen, E., Arvin, F., Podd, F., Brown, G., Reger, G., Cooper, G., Mairs, H., Yin, H., Kinloch, I., Eleftheriou, I., Li, J., Carrasco Gomez, J., Ainsworth, J., Sinha, J., Ozanyan, K., Smith, K., Twomey, K., Margetts, L., Ren, L., Zhang, L., Cordeiro, L., Rattray, M., Bissett, M., Elliot, M., Alvarez, M., Luján, M., Nabawy BSc, MSc, PhD, MRAeS, SMAIAA, FHEA, M., Peek, N., Marjanovic, O., Dorn, O., Dudek, P., Green, P., Connolly, P., Da Silva Bartolo, P. J., Gardner, P., Martin, P., Potluri, V., Curtis, R., Schmidt, R., Banach, R., Batista-Navarro, R. T., Kaski, S., Midson, S., Watson, S., Holm, S., Furber, S., Schlegel, V., Mirihanage, W., Mansell, W., Pan, W., Sampson, W., Sellers, W., Yang, W., Cai, P., Sun, Y., Alharthi, A., Macario Rojas, A., Serhan, B., Yu, C., Abara, D., Lopez Pulgarin, E., Faruq, F., Tavella, F., Semeraro, F., Liu, G., Fang, G., Niu, H., Taylor, H., Zhu, H., Collenette, J., Amano, K., Lo, K. C. J., Raggioli, L., Romeo, M., Ruocco, M., Ghaffari Saadat, M., Walmsley, M., Mubarik, A., Vinanzi, S., Su, Y., Mcaleese, H., Stringer, P., Stoican, R., Ye, R., Kurawa, S. S., Zhang, T., Krywonos, W., Xu, Y., Tian, Y., Henderson, A., Morley, D., Tallentire, J., Clayton, J., Hawthornthwaite, S. & Carlson, J.
Project: Research
Press/Media
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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