Concepedia

Ann-Kathrin Dombrowski

AD

7

Publications

360

Citations

7

H-Index

2019

Active since

Affiliations

Technische Universität Berlin(Current)

Korea University

Ann-Kathrin Dombrowski is an author at Technische Universität Berlin specializing in engineering, explainable ai, and model interpretability.

Top concepts

EngineeringExplainable AiComputer ScienceInterpretabilityMachine LearningArtificial IntelligenceGeometryData ScienceCausal InferenceCognitive Science

Publications per year

2019–2024

7

Publications

7

Explanations can be manipulated and geometry is to blame

Ann-Kathrin Dombrowski, Maximilian Alber, Christopher J. Anders et al. · arXiv (Cornell University) · 2019 · 145 citations · Full text

Artificial Intelligence, Cognitive Science, Engineering +13

Its Alive: AI Independence Without Human Prompting

Andy Zou, Long Phan, Sarah Chen et al. · arXiv (Cornell University) · 2023 · 59 citations · Full text

Explanations can be manipulated and geometry is to blame

Ann-Kathrin Dombrowski, Maximilian Alber, Christopher J. Anders et al. · Neural Information Processing Systems · 2019 · 54 citations

Artificial Intelligence, Cognitive Science, Engineering +13

Towards robust explanations for deep neural networks

Ann-Kathrin Dombrowski, Christopher J. Anders, Klaus‐Robert Müller et al. · Pattern Recognition · 2021 · 41 citations · Full text

Artificial Intelligence, Towards Robust Explanations, Engineering +15

Fairwashing Explanations with Off-Manifold Detergent

Christopher J. Anders, Ann-Kathrin Dombrowski, Klaus-Robert Müller et al. · arXiv (Cornell University) · 2020 · 35 citations · Full text

Artificial Intelligence, Self-cleaning Surface, Thixotropy +14

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