Ann-Kathrin Dombrowski

3 papers · 2019–2024 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird 👥 Mega-Team · Squad

Venues

ICML (2) NeurIPS (1)

Top co-authors

Christopher Anders (2) Klaus-Robert Müller (2) Pan Kessel (2) Ponnurangam Kumaraguru (1) Brad Jokubaitis (1) Dan Hendrycks (1) Adam Alfred Hunt (1) Summer Yue (1) Palash Oswal (1) Uday Tupakula (1)

Research topics

Artificial Intelligence (3) Machine Learning (3) Core AI (3) Natural Language Processing (1) Application Areas (1) Applications (1) Core Methods (1) Optimization & Theory (1)

Keywords

explanation method (2) neural network interpretability (1) feature attribution (1) differential geometry (1) input perturbation (1) large language model (1) black-box classifier (1) unlearning (1) hazardous knowledge (1) biosecurity (1) proxy measurement (1) adversarial robustness (1) wmdp benchmark (1)

Papers

The WMDP Benchmark: Measuring and Reducing Malicious Use with Unlearning ICML 2024 Fairwashing explanations with off-manifold detergent ICML 2020 Explanations can be manipulated and geometry is to blame NeurIPS 2019