Research output per year
Research output per year
Personal profile
Education/Academic qualification
Master's degree, Engineering and Technology, Rheinisch-Westfälische Technische Hochschule Aachen
Award Date: 29 Apr 2019
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Dive into the research topics where Lukas Prediger is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Collaborative learning from distributed data with differentially private synthetic data
Prediger, L., Jälkö, J., Honkela, A. & Kaski, S., 14 Jun 2024, In: BMC Medical Informatics and Decision Making. 24, 1, p. 1-14 14 p., 167.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile1 Citation (Scopus)26 Downloads (Pure) -
DPVIm: Differentially Private Variational Inference Improved
Jälkö, J., Prediger, L., Honkela, A. & Kaski, S., Sept 2023, In: Transactions on Machine Learning Research. 2023Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile40 Downloads (Pure) -
d3p - A Python Package for Differentially-Private Probabilistic Programming
Prediger, L., Loppi, N., Kaski, S. & Honkela, A., 1 Apr 2022, In: Proceedings of Privacy Enhancing Technologies. 2022, 2, p. 407–425Research output: Contribution to journal › Conference article › Scientific › peer-review
Open AccessFile126 Downloads (Pure) -
Tight Differential Privacy for Discrete-Valued Mechanisms and for the Subsampled Gaussian Mechanism Using FFT
Koskela, A., Jälkö, J., Prediger, L. & Honkela, A., 2021, Proceedings of The 24th International Conference on Artificial Intelligence and Statistics. Banerjee, A. & Fukumizu, K. (eds.). JMLR, 10 p. (Proceedings of Machine Learning Research ; vol. 130).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
Open AccessFile36 Downloads (Pure)
Projects
- 2 Finished
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FIT: Federated probabilistic modelling for heterogeneous programmable IoT systems
Kaski, S. (Principal investigator), Filstroff, L. (Project Member), Jälkö, J. (Project Member), Prediger, L. (Project Member), Kulkarni, T. (Project Member) & Mallasto, A. (Project Member)
04/09/2019 → 31/12/2022
Project: Academy of Finland: Other research funding
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5G meets II/Kaski S
Kaski, S. (Principal investigator), Prediger, L. (Project Member) & EL MEKKAOUI, K. (Project Member)
01/01/2017 → 31/12/2019
Project: Domestic funds and foundations