Antti Honkela

Associate professor, Department of Computer Science
Department of Computer Science
Supervisor for doctoral programme, Doctoral Programme in Computer Science
Supervisor for doctoral programme, Doctoral Programme in Mathematics and Statistics

https://orcid.org/0000-0001-9193-8093

Phone+358503112483, +358294151253
Emailantti.honkela@helsinki.fi

PL 68 (Pietari Kalmin katu 5)
00014
Finland
Finland

Research activity per year

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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.

23 Article
7 Conference contribution
4 Chapter
1 Meeting Abstract

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
Computing Tight Differential Privacy Guarantees Using FFT
Koskela, A., Jälkö, J. & Honkela, A., Jun 2020, Proceedings of the Twenty Third International Conference on Artificial Intelligence and Statistics. AISTATS, p. 2560-2569 10 p. (Proceedings of Machine Learning Research; vol. 108).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

Open Access
File
Learning Rate Adaptation for Differentially Private Learning
Koskela, A. & Honkela, A., Jun 2020, Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics. AISTATS, p. 2465-2475 10 p. (Proceedings of Machine Learning Research; vol. 108).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

Open Access
File
Differentially private Markov chain Monte Carlo
Heikkilä, M., Jälkö, J., Dikmen, O. & Honkela, A., 2019, Advances in Neural Information Processing Systems 32. Wallach, H., Larochelle, H., Beygelzimer, A., d'Alché-Buc, F., Fox, E. & Garnett, R. (eds.). Maryland Heights, MO: NEURAL INFORMATION PROCESSING SYSTEMS (NIPS), 11 p. (Advances in Neural Information Processing Systems; vol. 32).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

Open Access
File
Representation transfer for differentially private drug sensitivity prediction
Niinimäki, T., Heikkilä, M. A., Honkela, A. & Kaski, S., 5 Jul 2019, In: Bioinformatics. 35, 14, p. i218-i224 7 p.
Research output: Contribution to journal › Article › Scientific › peer-review

Open Access
File

1 Active
2 Not started

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
FIT: Federated probabilistic modeling for heterogeneous programmable IoT systems
Hui, P. & Honkela, A.
Project: Research project
COMBOT: Computational modelling of Clostridium botulinum toxin production regulation
Ilvonen, L. & Honkela, A.
Project: Research project

26 Peer review of manuscripts
15 Organisation and participation in conferences, workshops, courses, seminars
7 Editor of research anthology/collection/conference proceedings
6 Membership or other role in national/international committee, council, board
More

Eduskunnan Sosiaali- ja terveysvaliokunta (External organisation)
Antti Honkela (Expert)
4 Dec 2020
Activity: Membership types › Membership or other role in national/international committee, council, board
Thirty-seventh International Conference on Machine Learning (Event)
Antti Honkela (Programme Committee Member)
2020
Activity: Publication peer-review and editorial work types › Editor of research anthology/collection/conference proceedings
Privacy-Preserving Machine Learning and Edge AI
Antti Honkela (Invited speaker)
17 Mar 2020
Activity: Talk or presentation types › Invited talk
Thirty-fourth Conference on Neural Information Processing Systems (NeurIPS 2020) (Event)
Antti Honkela (Programme Committee Member)
2020
Activity: Publication peer-review and editorial work types › Editor of research anthology/collection/conference proceedings
Data anonymisation, GDPR and differential privacy
Sam Wrigley (Speaker) & Antti Honkela (Speaker)
28 Feb 2020
Activity: Talk or presentation types › Invited talk

Safe at the Finnish Line: Privacy Project Kicks...
Antti Honkela
26/05/2020
1 item of Media coverage
Press/Media: Press / Media
Safe at the Finnish Line: Privacy Project Kicks Off Collaboration
Antti Honkela
25/05/2020 → 26/05/2020
3 items of Media coverage
Press/Media: Press / Media
Safe at the Finnish Line: Privacy Project Kicks Off Collaboration Monday, May 25, 2020
Antti Honkela
25/05/2020
1 item of Media coverage
Press/Media: Press / Media
Researchers Develop New Security Method for AI to Keep Data Private
Antti Juho Henrikki Honkela
26/12/2017
1 item of Media coverage
Press/Media: Press / Media
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