Research Output per year
Personal profile
Keywords
- 112 Statistics and probability
- 113 Computer and information sciences
International and National Collaboration
Publications and projects within past five years.
Publications 2010 2018
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 journal › Article › Scientific › peer-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 journal › Article › Scientific › peer-review
Open Access
File
Identifying Bacterial Strains from Sequencing Data
Mäklin, T., Corander, J. & Honkela, A., 2018, Data Mining for Systems Biology: Methods and Protocols. Mamitsuka, H. (ed.). 2 ed. New York, NY: Humana press, p. 1-7 7 p. (Methods in Molecular Biology; vol. 1807).Research output: Chapter in Book/Report/Conference proceeding › Chapter › Scientific › peer-review
Learning rate adaptation for differentially private stochastic gradient descent
Koskela, A. H. & Honkela, A. J. H., 8 Dec 2018.Research output: Conference materials › Poster › Research › peer-review
Differentially private Bayesian learning on distributed data
Heikkila, M., Lagerspetz, E., Kaski, S., Shimizu, K., Tarkoma, S. & Honkela, A., 2017, Advances in Neural Information Processing Systems 30 (NIPS 2017). Guyon, I., Luxburg, U. V., Bengio, S., Wallach, H., Fergus, R., Vishwanathan, S. & Garnett, R. (eds.). NEURAL INFORMATION PROCESSING SYSTEMS (NIPS), Vol. 30. 10 p. (Advances in Neural Information Processing Systems; vol. 30).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open Access
File
Projects
COMBOT: Computational modelling of Clostridium botulinum toxin production regulation
Project: Research project
Activities 2011 2018
Pre-examiner of PhD thesis of Sini Rautio
Antti Honkela (Pre-examiner)2018
Activity: Examination types › Pre-examiner of doctoral thesis
The 22nd International Conference on Artificial Intelligence and Statistics (Event)
Antti Honkela (Programme Committee Member)2018
Activity: Publication peer-review and editorial work types › Editor of research anthology/collection/conference proceedings
Thirty-second Conference on Neural Information Processing Systems (Event)
Antti Honkela (Programme Committee Member)2018
Activity: Publication peer-review and editorial work types › Editor of research anthology/collection/conference proceedings
Privacy in Machine Learning and Artificial Intelligence 2018
Antti Honkela (Member of organizing committee)2018
Activity: Participating in or organising an event types › Organisation and participation in conferences, workshops, courses, seminars
Machine Learning Open Source Software 2018: Sustainable communities
Antti Honkela (Member of organizing committee)2018
Activity: Participating in or organising an event types › Organisation and participation in conferences, workshops, courses, seminars
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
20/12/2017 → 21/12/2017
5 items of media coverage
Press/Media: Press / Media
Computational modelling sheds new light on core cell functions
08/10/2015
1 item of media coverage
Press/Media: Press / Media
Most accurate measures of gene expression
04/09/2014 → 06/09/2014
3 items of media coverage
Press/Media: Press / Media