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.
Publications
Computing Tight Differential Privacy Guarantees Using FFT
Koskela, A., Honkela, A. & Jälkö, J., Jun 2020, Proceedings of the Twenty Third International Conference on Artificial Intelligence and Statistics. p. 2560-2569 10 p. (Proceedings of Machine Learning Research; vol. 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 Twenty Third International Conference on Artificial Intelligence and Statistics. p. 2465-2475 (Proceedings of Machine Learning Research; vol. vol. 108).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open Access
File
Computing Tight Differential Privacy Guarantees Using FFT
Koskela, A., Honkela, A. & Jälkö, J., 11 Nov 2019.Research output: Conference materials › Poster
Open Access
File
Computing Tight Differential Privacy Guarantees Using FFT
Koskela, A., Honkela, A. & Jälkö, J., 15 Nov 2019.Research output: Conference materials › Poster
Open Access
File
Computing Tight Differential Privacy Guarantees Using FFT
Koskela, A., Honkela, A. & Jälkö, J., 14 Dec 2019.Research output: Conference materials › Poster
Open Access
File
Projects
FIT: Federated probabilistic modeling for heterogeneous programmable IoT systems
Project: Research project
COMBOT: Computational modelling of Clostridium botulinum toxin production regulation
Project: Research project
Activities
33rd Annual Conference on Neural Information Processing Systems (Event)
Antti Honkela (Programme Committee Member)2019 → …
Activity: Publication peer-review and editorial work types › Editor of research anthology/collection/conference proceedings
Privacy in Machine Learning: NeurIPS 2019 workshop
Antti Honkela (Chair of organizing committee)2019
Activity: Participating in or organising an event types › Organisation and participation in conferences, workshops, courses, seminars
Steering group of Finnish Health and Social Data Permit Authority Findata (External organisation)
Antti Honkela (Expert member)17 Sep 2019 → 31 Aug 2022
Activity: Membership types › Membership or other role in national/international committee, council, board
36th International Conference on Machine Learning (ICML 2019) (Event)
Antti Honkela (Programme Committee Member)2019 → …
Activity: Publication peer-review and editorial work types › Editor of research anthology/collection/conference proceedings
35th Conference on Uncertainty in Artificial Intelligence (Event)
Antti Honkela (Programme Committee Member)2019 → …
Activity: Publication peer-review and editorial work types › Editor of research anthology/collection/conference proceedings
Press / Media
Safe at the Finnish Line: Privacy Project Kicks...
26/05/2020
1 item of Media coverage
Press/Media: Press / Media
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
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
Researchers Develop New Security Method for AI to Keep Data Private
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