Marlon Tobaben

According to our database, Marlon Tobaben authored at least 5 papers between 2023 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Understanding Practical Membership Privacy of Deep Learning.

Marlon Tobaben, Gauri Pradhan, Yuan He, Joonas Jälkö, Antti Honkela

CoRR, 2024

2023

PyVBMC: Efficient Bayesian inference in Python.

Bobby Huggins, Chengkun Li, Marlon Tobaben, Mikko J. Aarnos, Luigi Acerbi

J. Open Source Softw., July, 2023

Privacy-Aware Document Visual Question Answering.

Rubèn Tito, Khanh Nguyen, Marlon Tobaben, Raouf Kerkouche, Mohamed Ali Souibgui, Kangsoo Jung, Lei Kang, Ernest Valveny, Antti Honkela, Mario Fritz, Dimosthenis Karatzas

CoRR, 2023

On the Efficacy of Differentially Private Few-shot Image Classification.

Marlon Tobaben, Aliaksandra Shysheya, John Bronskill, Andrew Paverd, Shruti Tople, Santiago Zanella Béguelin, Richard E. Turner, Antti Honkela

CoRR, 2023

Individual Privacy Accounting with Gaussian Differential Privacy.

Antti Koskela, Marlon Tobaben, Antti Honkela

Proceedings of the Eleventh International Conference on Learning Representations, 2023