Alexander Meinke
Eberhard Karls Universität Tübingen
H-index: 6
Europe-Germany
Top articles of Alexander Meinke
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Improving Fairness and Cybersecurity in the Artificial Intelligence Act | Gabriele Carovano Alexander Meinke | 2023 | |
Towards a situational awareness benchmark for LLMs | Rudolf Laine Alexander Meinke Owain Evans | 2023/11/28 | |
Tell, don't show: Declarative facts influence how LLMs generalize | arXiv preprint arXiv:2312.07779 | Alexander Meinke Owain Evans | 2023/12/12 |
Robust Out-of-Distribution Detection in Deep Classifiers | Alexander Meinke | 2023/5/25 | |
Provably Adversarially Robust Detection of Out-of-distribution Data (almost) for free | Advances in Neural Information Processing Systems | Alexander Meinke Julian Bitterwolf Matthias Hein | 2022/12/6 |
Classifiers should do well even on their worst classes | Julian Bitterwolf Alexander Meinke Valentyn Boreiko Matthias Hein | 2022/6/4 | |
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 | 2022/6/28 | |
Adversarial robustness on in-and out-distribution improves explainability | Maximilian Augustin Alexander Meinke Matthias Hein | 2020/8/23 | |
Certifiably adversarially robust detection of out-of-distribution data | Advances in Neural Information Processing Systems | Julian Bitterwolf Alexander Meinke Matthias Hein | 2020 |
Co-Authors
