Meinke, Alexander

8 publications

NeurIPS 2024 Me, Myself, and AI: The Situational Awareness Dataset (SAD) for LLMs Rudolf Laine, Bilal Chughtai, Jan Betley, Kaivalya Hariharan, Jérémy Scheurer, Mikita Balesni, Marius Hobbhahn, Alexander Meinke, Owain Evans

NeurIPSW 2023 Towards a Situational Awareness Benchmark for LLMs Rudolf Laine, Alexander Meinke, Owain Evans

ICML 2022 Breaking Down Out-of-Distribution Detection: Many Methods Based on OOD Training Data Estimate a Combination of the Same Core Quantities Julian Bitterwolf, Alexander Meinke, Maximilian Augustin, Matthias Hein

ICMLW 2022 Classifiers Should Do Well Even on Their Worst Classes Julian Bitterwolf, Alexander Meinke, Valentyn Boreiko, Matthias Hein

NeurIPS 2022 Provably Adversarially Robust Detection of Out-of-Distribution Data (Almost) for Free Alexander Meinke, Julian Bitterwolf, Matthias Hein

ECCV 2020 Adversarial Robustness on In- and Out-Distribution Improves Explainability Maximilian Augustin, Alexander Meinke, Matthias Hein

NeurIPS 2020 Certifiably Adversarially Robust Detection of Out-of-Distribution Data Julian Bitterwolf, Alexander Meinke, Matthias Hein

ICLR 2020 Towards Neural Networks That Provably Know When They Don't Know Alexander Meinke, Matthias Hein