Ann-Kathrin Dombrowski

Author

Also Known As

Ann-Kathrin Dombrowski, Dombrowski, Ann-Kathrin

Publications

374

Citations

H-Index

Concepts

All Affiliations

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

#	Concept	H-Index	Publications	Citations
1	Engineering	4	4	275
2	Computer Science	4	4	275
3	Artificial Intelligence	4	4	275
4	Cognitive Science	2	2	199
5	Data Science	2	2	76

Ann-Kathrin Dombrowski

Publications

360

Citations

H-Index

Page 1

	Year	Citations
Explanations can be manipulated and geometry is to blame Ann-Kathrin Dombrowski, Maximilian Alber, Christopher J. Anders, arXiv (Cornell University) Artificial IntelligenceCognitive ScienceEngineeringMachine LearningGeometry	2019	145
Its Alive: AI Independence Without Human Prompting Andy Zou, Long Phan, Sarah Chen, arXiv (Cornell University)	2023	59
Explanations can be manipulated and geometry is to blame Ann-Kathrin Dombrowski, Maximilian Alber, Christopher J. Anders, Neural Information Processing Systems Artificial IntelligenceCognitive ScienceEngineeringMachine LearningGeometry	2019	54
Towards robust explanations for deep neural networks Ann-Kathrin Dombrowski, Christopher J. Anders, Klaus‐Robert Müller, Pattern Recognition Artificial IntelligenceTowards Robust ExplanationsEngineeringMachine LearningData Science	2021	41
Fairwashing Explanations with Off-Manifold Detergent Christopher J. Anders, Ann-Kathrin Dombrowski, Klaus-Robert Müller, arXiv (Cornell University) Artificial IntelligenceSelf-cleaning SurfaceThixotropyEngineeringMachine Learning	2020	35
Diffeomorphic Counterfactuals With Generative Models Ann-Kathrin Dombrowski, Jan E. Gerken, Klaus‐Robert Müller, IEEE Transactions on Pattern Analysis and Machine Intelligence	2023	13
The WMDP Benchmark: Measuring and Reducing Malicious Use With Unlearning Nathaniel Li, Alexander Pan, Anjali Gopal, arXiv (Cornell University)	2024	13

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