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Marlon Tobaben
Marlon Tobaben
在 helsinki.fi 的电子邮件经过验证
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Individual privacy accounting with gaussian differential privacy
A Koskela, M Tobaben, A Honkela
International Conference on Learning Representations (ICLR), 2023
112023
On the Efficacy of Differentially Private Few-shot Image Classification
M Tobaben, A Shysheya, J Bronskill, A Paverd, S Tople, ...
Transactions on Machine Learning Research, 2023
52023
Privacy-Aware Document Visual Question Answering
R Tito, K Nguyen, M Tobaben, R Kerkouche, MA Souibgui, K Jung, ...
arXiv preprint arXiv:2312.10108, 2023
42023
PyVBMC: Efficient Bayesian inference in Python
B Huggins, C Li, M Tobaben, MJ Aarnos, L Acerbi
Journal of Open Source Software 8 (86), 5428, 2023
42023
Noise-Aware Differentially Private Regression via Meta-Learning
O Räisä, S Markou, M Ashman, WP Bruinsma, M Tobaben, A Honkela, ...
arXiv preprint arXiv:2406.08569, 2024
2024
On the Impact of Dataset Properties on Membership Privacy of Deep Learning
M Tobaben, G Pradhan, Y He, J Jälkö, A Honkela
arXiv preprint arXiv:2402.06674, 2024
2024
Hyperparameters and neural architectures in differentially private deep learning
M Tobaben
Master's thesis, University of Helsinki, 2022
2022
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