Kolek, Stefan

5 publications

ICCV 2025 Learning Interpretable Queries for Explainable Image Classification with Information Pursuit Stefan Kolek, Aditya Chattopadhyay, Kwan Ho Ryan Chan, Hector Andrade-Loarca, Gitta Kutyniok, René Vidal

ICML 2024 Beyond the Calibration Point: Mechanism Comparison in Differential Privacy Georgios Kaissis, Stefan Kolek, Borja Balle, Jamie Hayes, Daniel Rueckert

CVPR 2023 Explaining Image Classifiers with Multiscale Directional Image Representation Stefan Kolek, Robert Windesheim, Hector Andrade-Loarca, Gitta Kutyniok, Ron Levie

NeurIPS 2023 Optimal Privacy Guarantees for a Relaxed Threat Model: Addressing Sub-Optimal Adversaries in Differentially Private Machine Learning Georgios Kaissis, Alexander Ziller, Stefan Kolek, Anneliese Riess, Daniel Rueckert

ECCV 2022 Cartoon Explanations of Image Classifiers Stefan Kolek, Duc Anh Nguyen, Ron Levie, Joan Bruna, Gitta Kutyniok