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Lena Kästner
Lena Kästner
Professor of Philosophy, Computer Science and AI, University of Bayreuth
Verified email at lenakaestner.de - Homepage
Title
Cited by
Cited by
Year
What do we want from Explainable Artificial Intelligence (XAI)?–A stakeholder perspective on XAI and a conceptual model guiding interdisciplinary XAI research
M Langer, D Oster, T Speith, H Hermanns, L Kästner, E Schmidt, A Sesing, ...
Artificial Intelligence 296, 103473, 2021
8222021
On the relation of trust and explainability: Why to engineer for trustworthiness
L Kästner, M Langer, V Lazar, A Schomäcker, T Speith, S Sterz
2021 IEEE 29th International Requirements Engineering Conference Workshops …, 2021
1162021
Dynamic embodied cognition
LC De Bruin, L Kästner
Phenomenology and the Cognitive Sciences 11 (4), 541-563, 2012
772012
Philosophy of Cognitive Neuroscience: Causal Explanations, Mechanisms and Experimental Manipulations
L Kästner
Walter de Gruyter GmbH & Co KG, 2017
502017
Monitoring different phonological parameters of sign language engages the same cortical language network but distinctive perceptual ones
V Cardin, E Orfanidou, L Kästner, J Rönnberg, B Woll, CM Capek, ...
Journal of cognitive neuroscience 28 (1), 20-40, 2016
422016
Explaining AI through mechanistic interpretability
L Kästner, B Crook
European Journal for Philosophy of Science 14 (4), 52, 2024
362024
Integrating mechanistic explanations through epistemic perspectives
L Kästner
Studies in History and Philosophy of Science Part A 68, 68-79, 2018
352018
Intervening into mechanisms: Prospects and challenges
L Kästner, LM Andersen
Philosophy Compass 13 (11), e12546, 2018
272018
The where and what of cognition: The untenability of cognitive agnosticism and the limits of the Motley Crew Argument
S Walter, L Kästner
Cognitive Systems Research 13 (1), 12-23, 2012
252012
Discovering patterns: On the norms of mechanistic inquiry
L Kästner, P Haueis
Erkenntnis 86 (6), 1635-1660, 2021
212021
The Enigmatic Metallothioneins: A Case of Upward-Looking Research
AY Abdin, C Jacob, L Kästner
International Journal of Molecular Sciences 22 (11), 5984, 2021
182021
Mapping the potential of explainable artificial intelligence (XAI) for fairness along the AI lifecycle
L Deck, A Schomäcker, T Speith, J Schöffer, L Kästner, N Kühl
152024
Sources of opacity in computer systems: Towards a comprehensive taxonomy
S Mann, B Crook, L Kästner, A Schomäcker, T Speith
2023 IEEE 31st International Requirements Engineering Conference Workshops …, 2023
152023
Integration and the mechanistic triad: Producing, underlying and maintaining mechanistic explanations
L Kästner
Neural Mechanisms: New Challenges in the Philosophy of Neuroscience, 337-361, 2020
92020
Learning about constitutive relations
L Kästner
Recent developments in the philosophy of science: EPSA13 Helsinki, 155-167, 2015
92015
Mechanistic inquiry and scientific pursuit: The case of visual processing
P Haueis, L Kästner
Studies in history and philosophy of science 93, 123-135, 2022
72022
Disambiguating “Mechanisms” in pharmacy: Lessons from mechanist philosophy of science
AY Abdin, C Jacob, L Kästner
International Journal of Environmental Research and Public Health 17 (6), 1833, 2020
72020
Mapping the Potential of Explainable AI for Fairness Along the AI Lifecycle
L Deck, A Schomäcker, T Speith, J Schöffer, L Kästner, N Kühl
arXiv preprint arXiv:2404.18736, 2024
42024
Identifying causes in psychiatry
L Kästner
42018
Don't Fear the Bogeyman: On Why There is No Prediction-Understanding Trade-Off for Deep Learning in Neuroscience
L Kästner, B Crook
3*2023
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Articles 1–20