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Mikko A Heikkilä
Mikko A Heikkilä
Associate Research, Telefonica Research
Verified email at telefonica.com - Homepage
Title
Cited by
Cited by
Year
Differentially private bayesian learning on distributed data
M Heikkilä, E Lagerspetz, S Kaski, K Shimizu, S Tarkoma, A Honkela
Advances in neural information processing systems 30, 2017
662017
Differentially private cross-silo federated learning
MA Heikkilä, A Koskela, K Shimizu, S Kaski, A Honkela
arXiv preprint arXiv:2007.05553, 2020
322020
Differentially private markov chain monte carlo
M Heikkilä, J Jälkö, O Dikmen, A Honkela
Advances in Neural Information Processing Systems 32, 2019
302019
Tight accounting in the shuffle model of differential privacy
A Koskela, MA Heikkilä, A Honkela
arXiv preprint arXiv:2106.00477, 2021
132021
Representation transfer for differentially private drug sensitivity prediction
T Niinimäki, MA Heikkilä, A Honkela, S Kaski
Bioinformatics 35 (14), i218-i224, 2019
112019
Numerical accounting in the shuffle model of differential privacy
A Koskela, MA Heikkilä, A Honkela
Transactions on Machine Learning Research, 2022
32022
Performanssiteorian tulkinta suomalaisessa folkloristiikassa
M Heikkilä
Folkloristiikan pro gradu-tutkielma. Helsingin yliopisto, 2013
22013
Differentially private and distributed Bayesian learning
M Heikkilä
Helsingin yliopisto, 2023
2023
Differentially private partitioned variational inference
MA Heikkilä, M Ashman, S Swaroop, RE Turner, A Honkela
arXiv preprint arXiv:2209.11595, 2022
2022
Deep Transfer Learning of Representations for Differentially Private Learning
T Niinimäki, MA Heikkilä, S Kaski, A Honkela
Federated Artificial Intelligence Meeting Workshop, 2018
2018
Quasi-Pseudolikelihood in Markov network structure learning
M Heikkilä
Helsingfors universitet, 2016
2016
Supplement to “Differentially private Bayesian learning on distributed data”
M Heikkilä, E Lagerspetz, S Kaski, K Shimizu, S Tarkoma, A Honkela
Efficient Privacy-Preserving Machine Learning
M Das, O Dikmen, M Heikkilä, A Honkela, J Jälkö, S Kaski, Y Lu, ...
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Articles 1–13