Finnish Center for Artificial Intelligence

Organisational unit: Research group

Research outputs

  1. 2020
  2. Accepted/In press

    Human Strategic Steering Improves Performance of Interactive Optimization

    Colella, F., Daee, P., Jokinen, J., Oulasvirta, A. & Kaski, S., 13 May 2020, (Accepted/In press) Proceedings of the 28th ACM Conference on User Modeling, Adaptation and Personalization: UMAP 2020. 5 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  3. Published

    Adaptive feature guidance: Modelling visual search with graphical layouts

    Jokinen, J. P. P., Wang, Z., Sarcar, S., Oulasvirta, A. & Ren, X., 1 Apr 2020, In : International Journal of Human Computer Studies. 136, 102376.

    Research output: Contribution to journalArticleScientificpeer-review

  4. Published

    Combinatorial Optimization of Graphical User Interface Designs

    Oulasvirta, A., Dayama, N. R., Shiripour, M., John, M. & Karrenbauer, A., Mar 2020, In : Proceedings of the IEEE. 108, 3, p. 434-464 31 p., 9000519.

    Research output: Contribution to journalArticleScientificpeer-review

  5. Accepted/In press

    Learning spectrograms with convolutional spectral kernels

    Shen, Z., Heinonen, M. & Kaski, S., 2020, (Accepted/In press) The 23rd International Conference on Artificial Intelligence and Statistic. (Proceedings of Machine Learning Research).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  6. Published

    Plasmids shaped the recent emergence of the major nosocomial pathogen Enterococcus faecium

    Arredondo-Alonso, S., Top, J., McNally, A., Puranen, S., Pesonen, M., Pensar, J., Marttinen, P., Braat, J., Rogers, M., van Schaik, W., Kaski, S., Willems, R. J. L., Corander, J. & Schürch, A., 2020, In : MBIO. 11, 1, e03284-19.

    Research output: Contribution to journalArticleScientificpeer-review

  7. 2019
  8. Published

    Machine Teaching of Active Sequential Learners

    Peltola, T., Çelikok, M. M., Daee, P. & Kaski, S., 28 Nov 2019, 33rd Conference on Neural Information Processing Systems: NeurIPS 2019 . Neural Information Processing Systems Foundation, p. 11202-11213 12 p. (Advances in Neural Information Processing Systems).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  9. Accepted/In press

    Scalable Probabilistic Matrix Factorization with Graph-­Based Priors

    Strahl, J., Peltonen, J., Mamitsuka, H. & Kaski, S., 22 Nov 2019, (Accepted/In press) Proceedings of AAAI-20, AAAI Conference on Artificial Intelligence. AAAI, 9 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  10. Published

    Modelling G×E with historical weather information improves genomic prediction in new environments

    Gillberg, J., Marttinen, P., Mamitsuka, H. & Kaski, S., 15 Oct 2019, In : Bioinformatics (Oxford, England). 35, 20, p. 4045-4052 8 p.

    Research output: Contribution to journalArticleScientificpeer-review

  11. Published

    Local dimension reduction of summary statistics for likelihood-free inference

    Siren, J. & Kaski, S., 4 Oct 2019, In : STATISTICS AND COMPUTING. 12 p.

    Research output: Contribution to journalArticleScientificpeer-review

  12. Published
  13. Published

    Bayesian metabolic flux analysis reveals intracellular flux couplings

    Heinonen, M., Osmala, M., Mannerström, H., Wallenius, J., Kaski, S., Rousu, J. & Lähdesmäki, H., 15 Jul 2019, In : Bioinformatics. 35, 14, p. i548-i557 btz315.

    Research output: Contribution to journalArticleScientificpeer-review

  14. Published

    Block HSIC Lasso: Model-free biomarker detection for ultra-high dimensional data

    Climente-González, H., Azencott, C. A., Kaski, S. & Yamada, M., 15 Jul 2019, In : Bioinformatics. 35, 14, p. i427-i435 btz333.

    Research output: Contribution to journalArticleScientificpeer-review

  15. Published

    Representation transfer for differentially private drug sensitivity prediction

    Niinimäki, T., Heikkilä, M. A., Honkela, A. & Kaski, S., 15 Jul 2019, In : Bioinformatics. 35, 14, p. i218-i224 btz373.

    Research output: Contribution to journalArticleScientificpeer-review

  16. Published

    Learning Image Relations with Contrast Association Networks

    Lu, Y., Yang, Z., Kannala, J. & Kaski, S., 1 Jul 2019, 2019 International Joint Conference on Neural Networks, IJCNN 2019. IEEE, 7 p. 8852344. (Proceedings of the International Joint Conference on Neural Networks; vol. 2019-July).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  17. Published

    Human-in-the-loop Active Covariance Learning for Improving Prediction in Small Data Sets

    Afrabandpey, H., Peltola, T. & Kaski, S., Jul 2019, Proceedings of the 28th International Joint Conference on Artificial Intelligence, IJCAI 2019. p. 1959-1966 8 p. (IJCAI International Joint Conference on Artificial Intelligence).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  18. Published

    Community assessment to advance computational prediction of cancer drug combinations in a pharmacogenomic screen

    AstraZeneca-Sanger Drug Combination DREAM Consortium, Kaski, S. & Marttinen, P., 17 Jun 2019, In : Nature Communications. 10, 1, p. 1-17 17 p., 2674.

    Research output: Contribution to journalArticleScientificpeer-review

  19. Published

    Parameter Inference for Computational Cognitive Models with Approximate Bayesian Computation

    Kangasrääsiö, A., Jokinen, J. P. P., Oulasvirta, A., Howes, A. & Kaski, S., 1 Jun 2019, In : COGNITIVE SCIENCE. 43, 6, 40 p., 12738.

    Research output: Contribution to journalArticleScientificpeer-review

  20. Published

    Integrating neurophysiologic relevance feedback in intent modeling for information retrieval

    Jacucci, G., Barral, O., Daee, P., Wenzel, M., Serim, B., Ruotsalo, T., Pluchino, P., Freeman, J., Gamberini, L., Kaski, S. & Blankertz, B., 12 Mar 2019, In : JOURNAL OF THE ASSOCIATION FOR INFORMATION SCIENCE AND TECHNOLOGY. 14 p.

    Research output: Contribution to journalArticleScientificpeer-review

  21. Published

    Distributed Bayesian matrix factorization with limited communication

    Qin, X., Blomstedt, P., Leppäaho, E., Parviainen, P. & Kaski, S., 1 Jan 2019, In : Machine Learning. p. 1-26

    Research output: Contribution to journalArticleScientificpeer-review

  22. Published

    Scalable Bayesian non-linear matrix completion

    Qin, X., Blomstedt, P. & Kaski, S., 1 Jan 2019, Proceedings of the 28th International Joint Conference on Artificial Intelligence, IJCAI 2019. Kraus, S. (ed.). p. 3275-3281 7 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2019-August).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  23. Published

    Aaltovaikutus = The Aalto Effect

    Hölttä, M. (ed.), Flowers, A. (ed.), Hopiavaara, R. (ed.), Särkisilta-Lundberg, R. (ed.), Tolonen, A. (ed.), Seppälä, H. (ed.), Norjamäki, N. (ed.), Rosin, S. (ed.), Ollikainen, T. (ed.), Kinnunen, K. (ed.), Aulanko-Jokirinne, T. (ed.), Syri, S., Lundström, M., Malmi, T., Saarimaa, T., Helke, S., Kaski, S., Mäkelä, M., Mladenovic, M. & Remes, H., 2019, Aalto University. 198 p. (Aalto-yliopiston julkaisusarja CROSSOVER; vol. 2019, no. 4)

    Research output: Book/ReportAnthologyProfessional

  24. Published

    Active Learning for Decision-Making from Imbalanced Observational Data

    Sundin, I., Schulam, P., Siivola, E., Vehtari, A., Saria, S. & Kaski, S., 2019, 36th International Conference on Machine Learning, ICML 2019. p. 10578-10587 10 p. (Proceedings of Machine Learning Research; vol. 97).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  25. Published

    Embarrassingly parallel MCMC using deep invertible transformations

    Mesquita, D., Blomstedt, P. & Kaski, S., 2019, 35th Conference on Uncertainty in Artificial Intelligence (UAI 2019) . AUAI Press

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  26. Published
  27. Published

    Interactive AI with a Theory of Mind

    Peltola, T., Çelikok, M. M., Daee, P. & Kaski, S., 2019. 6 p.

    Research output: Contribution to conferencePaperScientificpeer-review

  28. Published

ID: 32029101