Higher income, larger loan? monotonicity testing of machine learning models

Author:

Sharma Arnab1,Wehrheim Heike1

Affiliation:

1. University of Paderborn, Germany

Funder

DFG

Publisher

ACM

Reference36 articles.

1. 2019. Hypothesis. https://github.com/HypothesisWorks/hypothesis. ( 2019 ). 2019. Hypothesis. https://github.com/HypothesisWorks/hypothesis. ( 2019 ).

2. 2019. LightGBM. https://github.com/Microsoft/LightGBM. ( 2019 ). 2019. LightGBM. https://github.com/Microsoft/LightGBM. ( 2019 ).

3. Black box fairness testing of machine learning models

4. Model Learning and Model-Based Testing

5. Dana Angluin. 1987. Learning Regular Sets from Queries and Counterexamples. Inf. Comput. 75 2 ( 1987 ) 87-106. https://doi.org/10.1016/ 0890-5401 ( 87 ) 90052-6 10.1016/0890-5401(87)90052-6 Dana Angluin. 1987. Learning Regular Sets from Queries and Counterexamples. Inf. Comput. 75 2 ( 1987 ) 87-106. https://doi.org/10.1016/ 0890-5401 ( 87 ) 90052-6 10.1016/0890-5401(87)90052-6

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