Lorenz, Tobias

4 publications

NeurIPS 2025 MIBP-Cert: Certified Training Against Data Perturbations with Mixed-Integer Bilinear Programs Tobias Lorenz, Marta Kwiatkowska, Mario Fritz

ICML 2025 Pixel-Level Certified Explanations via Randomized Smoothing Alaa Anani, Tobias Lorenz, Mario Fritz, Bernt Schiele

ICML 2024 Adaptive Hierarchical Certification for Segmentation Using Randomized Smoothing Alaa Anani, Tobias Lorenz, Bernt Schiele, Mario Fritz

ICCV 2021 Robustness Certification for Point Cloud Models Tobias Lorenz, Anian Ruoss, Mislav Balunović, Gagandeep Singh, Martin Vechev