Gerner-Beuerle, Carsten

3 publications

ICLR 2026 Noisy but Valid: Robust Statistical Evaluation of LLMs with Imperfect Judges Chen Feng, Minghe Shen, Ananth Balashankar, Carsten Gerner-Beuerle, Miguel R. D. Rodrigues

AAAI 2025 PROSAC: Provably Safe Certification for Machine Learning Models Under Adversarial Attacks Chen Feng, Ziquan Liu, Zhuo Zhi, Ilija Bogunovic, Carsten Gerner-Beuerle, Miguel Rodrigues

NeurIPSW 2023 PROSAC: Provably Safe Certification for Machine Learning Models Under Adversarial Attacks Ziquan Liu, Zhuo Zhi, Ilija Bogunovic, Carsten Gerner-Beuerle, Miguel Rodrigues