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20162023
most citedRegularized target encoding outperforms traditional methods in supervised machine learning with high cardinality features

168 citations · 380 across the 21 of their papers we have counts for

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stat.ML2023★ 12 cited

One Model Many Scores: Using Multiverse Analysis to Prevent Fairness Hacking and Evaluate the Influence of Model Design Decisions

Jan Simson, Florian Pfisterer, Christoph Kern

A vast number of systems across the world use algorithmic decision making (ADM) to (partially) automate decisions that have previously been made by humans. The downstream effects o…