44 citations · 111 across the 8 of their papers we have counts for
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stat.ML2019
Interpreting Black Box Models via Hypothesis Testing
Collin Burns, Jesse Thomason, Wesley Tansey
In science and medicine, model interpretations may be reported as discoveries of natural phenomena or used to guide patient treatments. In such high-stakes tasks, false discoveries…
stat.ML2017★ 3 cited
Interpretable Low-Dimensional Regression via Data-Adaptive Smoothing
Wesley Tansey, Jesse Thomason, James G. Scott
We consider the problem of estimating a regression function in the common situation where the number of features is small, where interpretability of the model is a high priority, a…