Harry Cheon @scheon.com · Apr 24 Denied a loan, an interview, or an insurance claim by machine learning models? You may be entitled to a list of reasons. In our latest w @anniewernerfelt.bsky.social @berkustun.bsky.social @friedler.net, we show how existing explanation frameworks fail and present an alternative for recourse
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Many countries seek to protect consumers in applications like lending and hiring by requiring explanations for adverse outcomes. But, - Many provide companies with substantial flexibility - Standard approach is to use methods like SHAP and LIME to highlight important features