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König, Gunnar
112  Ergebnisse:
Personensuche X
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1

If interpretability is the answer, what is the question? 

a causal perspective 
König, Gunnar , 2023
Link: https://nbn-resolving.de..
 
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2

Dear XAI Community, We Need to Talk!: Fundamental Misconcep..:

, In: Communications in Computer and Information Science; Explainable Artificial Intelligence,
Freiesleben, Timo ; König, Gunnar - p. 48-65 , 2023
Link: https://doi.org/10.1007/..
 
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3

Relating the Partial Dependence Plot and Permutation Featur..:

, In: Communications in Computer and Information Science; Explainable Artificial Intelligence,
Molnar, Christoph ; Freiesleben, Timo ; König, Gunnar... - p. 456-479 , 2023
Link: https://doi.org/10.1007/..
 
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4

Model-agnostic feature importance and effects with dependen..:

Molnar, Christoph ; König, Gunnar ; Bischl, Bernd.
Data Mining and Knowledge Discovery.  , 2023
Link: https://doi.org/10.1007/..
 
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5

General Pitfalls of Model-Agnostic Interpretation Methods f..:

, In: xxAI - Beyond Explainable AI; Lecture Notes in Computer Science,
Molnar, Christoph ; König, Gunnar ; Herbinger, Julia... - p. 39-68 , 2022
Link: https://doi.org/10.1007/..
 
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6

Dear XAI Community, We Need to Talk! Fundamental Misconcept..:

Freiesleben, Timo ; König, Gunnar
http://arxiv.org/abs/2306.04292.  , 2023
Link: http://arxiv.org/abs/230..
 
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7

Efficient SAGE Estimation via Causal Structure Learning:

Luther, Christoph ; König, Gunnar ; Grosse-Wentrup, Moritz
http://arxiv.org/abs/2304.03113.  , 2023
Link: http://arxiv.org/abs/230..
 
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8

Scientific Inference With Interpretable Machine Learning: A..:

Freiesleben, Timo ; König, Gunnar ; Molnar, Christoph.
http://arxiv.org/abs/2206.05487.  , 2022
Link: http://arxiv.org/abs/220..
 
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9

Improvement-Focused Causal Recourse (ICR):

König, Gunnar ; Freiesleben, Timo ; Grosse-Wentrup, Moritz
http://arxiv.org/abs/2210.15709.  , 2022
Link: http://arxiv.org/abs/221..
 
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10

Decomposition of Global Feature Importance into Direct and ..:

König, Gunnar ; Freiesleben, Timo ; Bischl, Bernd..
http://arxiv.org/abs/2106.08086.  , 2021
Link: http://arxiv.org/abs/210..
 
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11

A Causal Perspective on Meaningful and Robust Algorithmic R..:

König, Gunnar ; Freiesleben, Timo ; Grosse-Wentrup, Moritz
http://arxiv.org/abs/2107.07853.  , 2021
Link: http://arxiv.org/abs/210..
 
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12

Relating the Partial Dependence Plot and Permutation Featur..:

Molnar, Christoph ; Freiesleben, Timo ; König, Gunnar...
http://arxiv.org/abs/2109.01433.  , 2021
Link: http://arxiv.org/abs/210..
 
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13

General Pitfalls of Model-Agnostic Interpretation Methods f..:

Molnar, Christoph ; König, Gunnar ; Herbinger, Julia...
http://arxiv.org/abs/2007.04131.  , 2020
Link: http://arxiv.org/abs/200..
 
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14

Relative Feature Importance:

König, Gunnar ; Molnar, Christoph ; Bischl, Bernd.
http://arxiv.org/abs/2007.08283.  , 2020
Link: http://arxiv.org/abs/200..
 
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15

Model-agnostic Feature Importance and Effects with Dependen..:

Molnar, Christoph ; König, Gunnar ; Bischl, Bernd.
http://arxiv.org/abs/2006.04628.  , 2020
Link: http://arxiv.org/abs/200..
 
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