167 citations · 557 across the 21 of their papers we have counts for
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cs.LG2020★ 30 cited
dalex: Responsible Machine Learning with Interactive Explainability and Fairness in Python
Hubert Baniecki, Wojciech Kretowicz, Piotr Piatyszek +2
The increasing amount of available data, computing power, and the constant pursuit for higher performance results in the growing complexity of predictive models. Their black-box na…
cs.LG2020★ 41 cited
The Grammar of Interactive Explanatory Model Analysis
Hubert Baniecki, Dariusz Parzych, Przemyslaw Biecek
The growing need for in-depth analysis of predictive models leads to a series of new methods for explaining their local and global properties. Which of these methods is the best? I…