Lukas Prediger

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 9

Top Topics

Discrete Valued

Differential Privacy

Differentially Private

Top Venues

BMC Medical Informatics Decis. Mak.

Publications

Lukas Prediger, Joonas Jälkö, Antti Honkela, Samuel Kaski
Collaborative learning from distributed data with differentially private synthetic data. BMC Medical Informatics Decis. Mak. 24 (1) (2024)
Lukas Prediger, Joonas Jälkö, Antti Honkela, Samuel Kaski
Collaborative Learning From Distributed Data With Differentially Private Synthetic Twin Data. CoRR (2023)
Joonas Jälkö, Lukas Prediger, Antti Honkela, Samuel Kaski
DPVIm: Differentially Private Variational Inference Improved. Trans. Mach. Learn. Res. 2023 (2023)
Joonas Jälkö, Lukas Prediger, Antti Honkela, Samuel Kaski
DPVIm: Differentially Private Variational Inference Improved. CoRR (2022)
Lukas Prediger, Niki A. Loppi, Samuel Kaski, Antti Honkela
d3p - A Python Package for Differentially-Private Probabilistic Programming. Proc. Priv. Enhancing Technol. 2022 (2) (2022)
Antti Koskela, Joonas Jälkö, Lukas Prediger, Antti Honkela
Tight Differential Privacy for Discrete-Valued Mechanisms and for the Subsampled Gaussian Mechanism Using FFT. AISTATS (2021)
Lukas Prediger, Niki Loppi, Samuel Kaski, Antti Honkela
d3p - A Python Package for Differentially-Private Probabilistic Programming. CoRR (2021)
Antti Koskela, Joonas Jälkö, Lukas Prediger, Antti Honkela
Tight Approximate Differential Privacy for Discrete-Valued Mechanisms Using FFT. CoRR (2020)
Lukas Prediger
On the importance of monitoring and directing progress in AI. AI Matters 3 (3) (2017)