• PL 68 (Pietari Kalmin katu 5)

    00014

    Finland

  • Finland

20102020

Research output 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.

Publications

Differentially private Markov chain Monte Carlo

Heikkilä, M., Jälkö, J., Dikmen, O. & Honkela, A., 9 Jan 2020, Advances in Neural Information Processing Systems. Wallach, H., Larochelle, H., Beygelzimer, A., d'Alché-Buc, F., Fox, E. & Garnett, R. (eds.). NEURAL INFORMATION PROCESSING SYSTEMS (NIPS), Vol. 32. 11 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-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 journalArticleScientificpeer-review

Open Access
File

Seasonal Variation in Genome-Wide DNA Methylation Patterns and the Onset of Seasonal Timing of Reproduction in Great Tits

Viitaniemi, H. M., Verhagen, I., Visser, M. E., Honkela, A., van Oers, K. & Husby, A., Mar 2019, In : Genome Biology and Evolution. 11, 3, p. 970-983 14 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File

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, 12 p., 1.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File

GPrank: an R package for detecting dynamic elements from genome-wide time series

Topa, H. & Honkela, A., 4 Oct 2018, In : BMC Bioinformatics. 19, 6 p., 367.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File

Activities

Steering group of Finnish Health and Social Data Permit Authority Findata (External organisation)

Antti Honkela (Expert member)
17 Sep 201931 Aug 2022

Activity: Membership typesMembership or other role in national/international committee, council, board

33rd Annual Conference on Neural Information Processing Systems (Event)

Antti Honkela (Programme Committee Member)
2019 → …

Activity: Publication peer-review and editorial work typesEditor 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 typesOrganisation and participation in conferences, workshops, courses, seminars

35th Conference on Uncertainty in Artificial Intelligence (Event)

Antti Honkela (Programme Committee Member)
2019 → …

Activity: Publication peer-review and editorial work typesEditor of research anthology/collection/conference proceedings

36th International Conference on Machine Learning (ICML 2019) (Event)

Antti Honkela (Programme Committee Member)
2019 → …

Activity: Publication peer-review and editorial work typesEditor of research anthology/collection/conference proceedings

Press / Media

Safe at the Finnish Line: Privacy Project Kicks Off Collaboration

Antti Honkela

25/05/202026/05/2020

3 items of Media coverage

Press/Media: Press / Media

Safe at the Finnish Line: Privacy Project Kicks...

Antti Honkela

26/05/2020

1 item of Media coverage

Press/Media: Press / Media

New AI method keeps data private

Antti Juho Henrikki Honkela & Samuel Kaski

20/12/201721/12/2017

5 items of Media coverage

Press/Media: Press / Media