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stat.ML2022
RbX: Region-based explanations of prediction models
Ismael Lemhadri, Harrison H. Li, Trevor Hastie
We introduce region-based explanations (RbX), a novel, model-agnostic method to generate local explanations of scalar outputs from a black-box prediction model using only query acc…
stat.ME2022
A general characterization of optimal tie-breaker designs
Harrison H. Li, Art B. Owen
Tie-breaker designs trade off a statistical design objective with short-term gain from preferentially assigning a binary treatment to those with high values of a running variable $…