Lukas Michael Prediger
Visitor
Visitor
T313 Dept. Computer Science
Full researcher profile
https://research.aalto.fi/...
E-post
[email protected]
Telefonnummer
+358504041708
Forskningsgrupp
- Probabilistic Machine Learning, Doctoral Researcher
- Professorship Kaski Samuel, Doctoral Researcher
- Professorship Kaski Samuel, Visitor (Faculty)
- Probabilistic Machine Learning, Visitor (Faculty)
Publikationer
Collaborative learning from distributed data with differentially private synthetic data
Lukas Prediger, Joonas Jälkö, Antti Honkela, Samuel Kaski
2024
BMC Medical Informatics and Decision Making
DPVIm: Differentially Private Variational Inference Improved
Joonas Jälkö, Lukas Prediger, Antti Honkela, Samuel Kaski
2023
Transactions on Machine Learning Research
d3p - A Python Package for Differentially-Private Probabilistic Programming
Lukas Prediger, Niki Loppi, Samuel Kaski, Antti Honkela
2022
Proceedings of Privacy Enhancing Technologies
Tight Differential Privacy for Discrete-Valued Mechanisms and for the Subsampled Gaussian Mechanism Using FFT
Antti Koskela, Joonas Jälkö, Lukas Prediger, Antti Honkela
2021
Proceedings of The 24th International Conference on Artificial Intelligence and Statistics