Antti Honkela
Helsingin yliopisto
H-index: 30
Europe-Finland
Top articles of Antti Honkela
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
A Bias-Variance Decomposition for Ensembles over Multiple Synthetic Datasets | arXiv preprint arXiv:2402.03985 | Ossi Räisä Antti Honkela | 2024/2/6 |
Subsampling is not Magic: Why Large Batch Sizes Work for Differentially Private Stochastic Optimisation | arXiv preprint arXiv:2402.03990 | Ossi Räisä Joonas Jälkö Antti Honkela | 2024/2/6 |
Noise-Aware Statistical Inference with Differentially Private Synthetic Data | Ossi Räisä Joonas Jälkö Samuel Kaski Antti Honkela | 2023/4/11 | |
Differentially Private Federated Few-shot Image Classification | Aliaksandra Shysheya Marlon Tobaben John F Bronskill Andrew Paverd Shruti Tople | 2023/3/4 | |
Numerical accounting in the shuffle model of differential privacy | Transactions on Machine Learning Research | Antti Koskela Mikko Heikkilä Antti Honkela | 2023/2 |
Privacy-Aware Document Visual Question Answering | arXiv preprint arXiv:2312.10108 | Rubèn Tito Khanh Nguyen Marlon Tobaben Raouf Kerkouche Mohamed Ali Souibgui | 2023/12/15 |
On the efficacy of differentially private few-shot image classification | arXiv preprint arXiv:2302.01190 | Marlon Tobaben Aliaksandra Shysheya John Bronskill Andrew Paverd Shruti Tople | 2023/2/2 |
Collaborative Learning From Distributed Data With Differentially Private Synthetic Twin Data | arXiv preprint arXiv:2308.04755 | Lukas Prediger Joonas Jälkö Antti Honkela Samuel Kaski | 2023/8/9 |
Digital public health leadership in the global fight for health security | BMJ global health | Bandar AlKnawy Zisis Kozlakidis Sasu Tarkoma David Bates Antti Honkela | 2023/2/1 |
On Consistent Bayesian Inference from Synthetic Data | arXiv preprint arXiv:2305.16795 | Ossi Räisä Joonas Jälkö Antti Honkela | 2023/5/26 |
Tekoälystä tietoturvallista | Antti Honkela | 2022 | |
Strong pathogen competition in neonatal gut colonisation | Nature Communications | Tommi Mäklin Harry A Thorpe Anna K Pöntinen Rebecca A Gladstone Yan Shao | 2022/12/1 |
Dpvim: Differentially private variational inference improved | arXiv preprint arXiv:2210.15961 | Joonas Jälkö Lukas Prediger Antti Honkela Samuel Kaski | 2022/10/28 |
Individual privacy accounting with gaussian differential privacy | arXiv preprint arXiv:2209.15596 | Antti Koskela Marlon Tobaben Antti Honkela | 2022/9/30 |
Differentially private partitioned variational inference | arXiv preprint arXiv:2209.11595 | Mikko A Heikkilä Matthew Ashman Siddharth Swaroop Richard E Turner Antti Honkela | 2022/9/23 |
Tekoälyratkaisut tänään ja tulevaisuudessa | Heikki Ailisto Petri Myllymäki Sasu Tarkoma Joni-Kristian Kämäräinen Juha Röning | 2022 | |
Differentially private Bayesian inference for generalized linear models | Tejas Kulkarni Joonas Jälkö Antti Koskela Samuel Kaski Antti Honkela | 2021/7/1 | |
Computing differential privacy guarantees for heterogeneous compositions using FFT | arXiv preprint arXiv:2102.12412 | Antti Koskela Antti Honkela | 2021/2/24 |
Closing Clostridium botulinum Group III Genomes Using Long-Read Sequencing | Microbiology resource announcements | Cedric Woudstra Tommi Mäklin Yagmur Derman Luca Bano Hanna Skarin | 2021/6/3 |
A longitudinal genomic and functional analysis of Clostridium botulinum isolated from an infant botulism case | Toxicon | Francois P Douillard Yagmur Derman Cedric Woudstra Katja Selby Tommi Mäklin | 2021/1 |
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