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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Collaborative learning from distributed data with differentially private synthetic data
Prediger, L., Jälkö, J., Honkela, A. & Kaski, S., 2024, In: BMC Medical Informatics and Decision Making. 24, 14 p., 167.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile -
Subsampling is not Magic: Why Large Batch Sizes Work for Differentially Private Stochastic Optimisation
Räisä, O. T., Jälkö, J. & Honkela, A., 25 Jul 2024, Proceedings of the 41st International Conference on Machine Learning. Journal of Machine Learning Research, (Proceedings of Machine Learning Research; vol. 235).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile -
Differentially private partitioned variational inference
Heikkilä, M., Ashman, M., Swaroop, S., Turner, R. E. & Honkela, A., 2023, In: Transactions on machine learning research. 2023, 4, 33 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile -
Digital public health leadership in the global fight for health security
AlKnawy, B., Kozlakidis, Z., Tarkoma, S., Bates, D., Honkela, A., Crooks, G., Rhee, K. & McKillop, M., Feb 2023, In: BMJ global health. 8, 2, 10 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile -
DPVIm: Differentially Private Variational Inference Improved
Jälkö, J., Prediger, L., Honkela, A. & Kaski, S., 2023, In: Transactions on machine learning research. 09/2023Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile
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Practical Private Synthetic Health Data (PrivSyn)
Honkela, A., Babin, P. & Nushi, E.
SUOMEN AKATEMIA Vähäkylä Leena
01/01/2024 → 31/12/2026
Project: Research Council of Finland: Targeted Academy Project
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DataLit: Data Literacy for Responsible Decision-Making
Honkela, A., Jacucci, G., Bai, Y., He, C., Pradhan, G., Wohlrath, D. & Zhao, L.
01/10/2023 → 30/09/2026
Project: Research Council of Finland: Strategic Research Council funding (SRC)
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WiseBayes: Resource-wise and trustworthy Bayesian machine learning
Honkela, A., Alrawajfeh, T. H. S. & Wohlrath, D.
01/09/2023 → 31/08/2027
Project: Research Council of Finland: Academy Project
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Honkela_CSC_2/2023-9/2025
Honkela, A., Bai, Y., Rehn, A. J. & Rodriguez Beltran, S.
CSC-Tieteen tietotekniikan keskus Oy
01/02/2023 → 30/09/2025
Project: Ministry funding
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ELSA
Honkela, A., Heikkilä, M., Ito, H., Jälkö, J. & Sladakovic, K.
01/09/2022 → 31/08/2025
Project: EU Horizon Europe: Research and Innovation Actions (HORIZON-RIA)
Activities
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Eduskunnan tulevaisuusvaliokunta (External organisation)
Antti Honkela (Expert)
29 Oct 2021Activity: Membership types › Membership or other role in national/international committee, council, board
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38th International Conference on Machine Learning (ICML 2021) (Event)
Antti Honkela (Programme Committee Member)
2021 → …Activity: Publication peer-review and editorial work types › Editor of research anthology/collection/conference proceedings
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NeurIPS 2021 workshop on Privacy in Machine Learning
Antti Honkela (Member of organizing committee)
14 Dec 2021Activity: Participating in or organising an event types › Organisation and participation in conferences, workshops, courses, seminars
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Conference on Neural Information Processing System (Event)
Antti Honkela (Programme Committee Member)
2021 → …Activity: Publication peer-review and editorial work types › Editor of research anthology/collection/conference proceedings
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NeurIPS 2020 workshop on Privacy-preserving Machine Learning
Antti Honkela (Member of organizing committee)
11 Dec 2020Activity: Participating in or organising an event types › Organisation and participation in conferences, workshops, courses, seminars
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
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 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