Research output per year
Research output per year
Personal profile
Fields of Science
- 113 Computer and information sciences
- 112 Statistics and probability
International and National Collaboration
Publications and projects within past five years.
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A LONGITUDINAL GENOMIC AND FUNCTIONAL ANALYSIS OF CLOSTRIDIUM BOTULINUM ISOLATED FROM AN INFANT BOTULISM CASE
Douillard, F. P., Derman, Y., Woudstra, C., Selby, K., Mäklin, T., Honkela, A., Korkeala, H. & Lindstrom, M., Jan 2021, In: Toxicon. 190, p. S17-S17 1 p.Research output: Contribution to journal › Meeting Abstract › Research › peer-review
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Bacterial Genomic Epidemiology with Mixed Samples
Mäklin, T., Kallonen, T., Alanko, J., Samuelsen, Ø., Hegstad, K., Mäkinen, V., Corander, J., Heinz, E. & Honkela, A., 15 Nov 2021, In: Microbial Genomics. 7, 11, 18 p., 000691.Research output: Contribution to journal › Article › peer-review
Open AccessFile -
Closing Clostridium botulinum Group III Genomes Using Long-Read Sequencing
Woudstra, C., Mäklin, T., Derman, Y., Bano, L., Skarin, H., Mazuet, C., Honkela, A. & Lindström, M., Jun 2021, In: Microbiology Resource Announcements. 10, 22, 4 p., e01364-20.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile -
Differentially Private Bayesian Inference for Generalized Linear Models
Kulkarni, T., Jälkö, J., Koskela, A., Kaski, S. & Honkela, A., 2021, Proceedings of the 38th International Conference on Machine Learning, PMLR. Meila, M. & Zhang, T. (eds.). Journal of Machine Learning Research, p. 5838-5849 12 p. (Proceedings of Machine Learning Research; vol. 139).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile -
High-resolution sweep metagenomics using fast probabilistic inference
Mäklin, T., Kallonen, T., David, S., Boinett, C. J., Pascoe, B., Méric, G., Aanensen, D. M., Feil, E. J., Baker, S., Parkhill, J., Sheppard, S. K., Corander, J. & Honkela, A., 8 Oct 2021, In: Wellcome open research. 5, 14, 28 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile
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Data Literacy for Responsible Decision-Making
Ylikoski, P. K., Snell, K., Tupasela, A., Salokannel, M., Tarkkala, H., Honkela, A., Tajeddine, R., Jacucci, G., He, C., Valaste, M. & Rusanen, A.
01/10/2020 → 30/09/2026
Project: Research project
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FIT: Federated probabilistic modeling for heterogeneous programmable IoT systems
Project: Research project
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COMBOT: Computational modelling of Clostridium botulinum toxin production regulation
Project: Research project
Activities
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Privacy-Preserving Machine Learning and Edge AI
Antti Honkela (Invited speaker)
17 Mar 2020Activity: Talk or presentation types › Invited talk
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Eduskunnan Sosiaali- ja terveysvaliokunta (External organisation)
Antti Honkela (Expert)
16 Jun 2020Activity: Membership types › Membership or other role in national/international committee, council, board
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Thirty-seventh International Conference on Machine Learning (Event)
Antti Honkela (Programme Committee Member)
2020Activity: Publication peer-review and editorial work types › Editor of research anthology/collection/conference proceedings
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Conference on Neural Information Processing Systems (NeurIPS 2020) (Event)
Antti Honkela (Programme Committee Member)
2020Activity: Publication peer-review and editorial work types › Editor of research anthology/collection/conference proceedings
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Eduskunnan Sosiaali- ja terveysvaliokunta (External organisation)
Antti Honkela (Expert)
4 Dec 2020Activity: Membership types › Membership or other role in national/international committee, council, board
Press / Media
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Safe at the Finnish Line: Privacy Project Kicks Off Collaboration
25/05/2020 → 26/05/2020
3 items of Media coverage
Press/Media: Press / Media
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Safe at the Finnish Line: Privacy Project Kicks...
26/05/2020
1 item of Media coverage
Press/Media: Press / Media
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Safe at the Finnish Line: Privacy Project Kicks Off Collaboration Monday, May 25, 2020
25/05/2020
1 item of Media coverage
Press/Media: Press / Media
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Researchers Develop New Security Method for AI to Keep Data Private
26/12/2017
1 item of Media coverage
Press/Media: Press / Media
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New AI method keeps data private
Antti Juho Henrikki Honkela & Samuel Kaski
20/12/2017 → 21/12/2017
5 items of Media coverage
Press/Media: Press / Media