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Philipp Schmidt
Philipp Schmidt
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Cited by
Cited by
Year
Automating large-scale data quality verification
S Schelter, D Lange, P Schmidt, M Celikel, F Biessmann, A Grafberger
Proceedings of the VLDB Endowment 11 (12), 1781-1794, 2018
1362018
Quantifying interpretability and trust in machine learning systems
P Schmidt, F Biessmann
arXiv preprint arXiv:1901.08558, 2019
802019
Transparency and trust in artificial intelligence systems
P Schmidt, F Biessmann, T Teubner
Journal of Decision Systems 29 (4), 260-278, 2020
682020
" Deep" Learning for Missing Value Imputationin Tables with Non-numerical Data
F Biessmann, D Salinas, S Schelter, P Schmidt, D Lange
Proceedings of the 27th ACM international conference on information and …, 2018
592018
DataWig: Missing Value Imputation for Tables.
F Biessmann, T Rukat, P Schmidt, P Naidu, S Schelter, A Taptunov, ...
J. Mach. Learn. Res. 20 (175), 1-6, 2019
532019
Differential data quality verification on partitioned data
S Schelter, S Grafberger, P Schmidt, T Rukat, M Kiessling, A Taptunov, ...
2019 IEEE 35th International Conference on Data Engineering (ICDE), 1940-1945, 2019
102019
Calibrating human-ai collaboration: Impact of risk, ambiguity and transparency on algorithmic bias
P Schmidt, F Biessmann
International Cross-Domain Conference for Machine Learning and Knowledge …, 2020
92020
Unit testing data with deequ
S Schelter, F Biessmann, D Lange, T Rukat, P Schmidt, S Seufert, ...
Proceedings of the 2019 International Conference on Management of Data, 1993 …, 2019
92019
Automated Data Validation in Machine Learning Systems.
F Biessmann, J Golebiowski, T Rukat, D Lange, P Schmidt
IEEE Data Eng. Bull. 44 (1), 51-65, 2021
72021
Deequ-data quality validation for machine learning pipelines
S Schelter, S Grafberger, P Schmidt, T Rukat, M Kiessling, A Taptunov, ...
Machine Learning Systems Workshop at the Conference on Neural Information …, 2018
62018
More Than Words: Towards Better Quality Interpretations of Text Classifiers
MB Zafar, P Schmidt, M Donini, C Archambeau, F Biessmann, SR Das, ...
arXiv preprint arXiv:2112.12444, 2021
2021
More Than Words: Towards Better Quality Interpretations of Text Classifiers
M Bilal Zafar, P Schmidt, M Donini, C Archambeau, F Biessmann, ...
arXiv e-prints, arXiv: 2112.12444, 2021
2021
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Articles 1–12