Research output per year
Research output per year
- 18 results
Search results
-
2024
Targeted Active Learning for Bayesian Decision-Making
Filstroff, L., Sundin, I., Mikkola, P., Tiulpin, A., Kylmäoja, J. & Kaski, S., 12 Jun 2024, In: Transactions on Machine Learning Research. 20 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile13 Downloads (Pure) -
2022
The relationship between electrophysiological and hemodynamic measures of neural activity varies across picture naming tasks: A multimodal magnetoencephalography-functional magnetic resonance imaging study
Mononen, T., Kujala, J., Liljeström, M., Leppäaho, E., Kaski, S. & Salmelin, R., 3 Nov 2022, In: Frontiers in Neuroscience. 16, p. 1-16 16 p., 1019572.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile100 Downloads (Pure) -
2019
Discovering heritable modes of MEG spectral power
Leppäaho, E., Renvall, H., Salmela, E., Kere, J., Salmelin, R. & Kaski, S., 1 Apr 2019, In: Human Brain Mapping . 40, 5, p. 1391-1402 12 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile12 Citations (Scopus)205 Downloads (Pure) -
Distributed Bayesian matrix factorization with limited communication
Qin, X., Blomstedt, P., Leppäaho, E., Parviainen, P. & Kaski, S., 1 Oct 2019, In: Machine Learning. 108, 10, p. 1805–1830Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile5 Citations (Scopus)182 Downloads (Pure) -
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 journal › Article › Scientific › peer-review
Open AccessFile91 Downloads (Pure) -
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 journal › Article › Scientific › peer-review
Open AccessFile40 Citations (Scopus)317 Downloads (Pure) -
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 journal › Article › Scientific › peer-review
Open AccessFile6 Citations (Scopus)114 Downloads (Pure) -
Resolving outbreak dynamics using approximate bayesian computation for stochastic birth–death models
Lintusaari, J., Blomstedt, P., Rose, B., Sivula, T., Gutmann, M. U., Kaski, S. & Corander, J., 2019, In: Wellcome Open Research . 4, 26 p., 14.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile5 Citations (Scopus)59 Downloads (Pure) -
2018
Efficient differentially private learning improves drug sensitivity prediction
Honkela, A., Das, M., Nieminen, A., Dikmen, O. & Kaski, S., 6 Feb 2018, In: Biology Direct. 13, 1, p. 1-12Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile20 Citations (Scopus)188 Downloads (Pure) -
ELFI: Engine for likelihood-free inference
Lintusaari, J., Vuollekoski, H., Kangasrääsiö, A., Skytén, K., Järvenpää, M., Marttinen, P., Gutmann, M. U., Vehtari, A., Corander, J. & Kaski, S., 1 Aug 2018, In: Journal of Machine Learning Research. 19, p. 1-7 7 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile42 Citations (Scopus)271 Downloads (Pure) -
Improving genomics-based predictions for precision medicine through active elicitation of expert knowledge
Sundin, I., Peltola, T., Micallef, L., Afrabandpey, H., Soare, M., Majumder, M. M., Daee, P., He, C., Serim, B., Havulinna, A., Heckman, C., Jacucci, G., Marttinen, P. & Kaski, S., 27 Jun 2018, In: Bioinformatics. 34, 13, p. i395-i403Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile14 Citations (Scopus)143 Downloads (Pure) -
Interactive Intent Modeling for Exploratory Search
Ruotsalo, T., Peltonen, J., Eugster, M. J., Glowacka, D., Floréen, P., Myllymäki, P., Jacucci, G. & Kaski, S., 2018, In: ACM Transactions on Information Systems. 36, 4, p. 1-46 44.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile53 Citations (Scopus)135 Downloads (Pure) -
Inverse reinforcement learning from summary data
Kangasrääsiö, A. & Kaski, S., Sept 2018, In: Machine Learning. 107, 8-10, p. 1517–1535Research output: Contribution to journal › Article › Scientific › peer-review
Open Access11 Citations (Scopus) -
2017
Knowledge elicitation via sequential probabilistic inference for high-dimensional prediction
Daee, P., Peltola, T., Soare, M. & Kaski, S., 12 Jul 2017, In: Machine Learning. 106, 9, p. 1599-1620 22 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile26 Citations (Scopus)187 Downloads (Pure) -
MediSyn: Uncertainty-aware Visualization of Multiple Biomedical Datasets to Support Drug Treatment Selection
He, C., Micallef, L., Tanoli, Z.-U.-R., Kaski, S., Aittokallio, T. & Jacucci, G., 13 Sept 2017, In: BMC Bioinformatics. 18, p. 1-12 393.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile6 Citations (Scopus)160 Downloads (Pure) -
Multi-view kernel completion
Bhadra, S., Kaski, S. & Rousu, J., May 2017, In: Machine Learning. 106, 5, p. 713–739Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile43 Citations (Scopus)268 Downloads (Pure) -
2016
Multiple output regression with latent noise
Gillberg, L., Marttinen, P., Pirinen, M., Kangas, A. J., Soininen, P., Ali, M., Havulinna, A. S., Järvelin, M. R., Ala-Korpela, M. & Kaski, S., 1 Jun 2016, In: Journal of Machine Learning Research. 17, p. 1-35 35 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile11 Citations (Scopus)106 Downloads (Pure) -
Natural brain-information interfaces: Recommending information by relevance inferred from human brain signals
Eugster, M., Ruotsalo, T., Spape, M., Barral, O., Ravaja, N., Jacucci, G. & Kaski, S., 9 Nov 2016, In: Scientific Reports. 6, p. 1-10 38580 .Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile45 Citations (Scopus)225 Downloads (Pure)