34 citations · 37 across the 3 of their papers we have counts for
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stat.ME2021
Decorrelated Variable Importance
Isabella Verdinelli, Larry Wasserman
Because of the widespread use of black box prediction methods such as random forests and neural nets, there is renewed interest in developing methods for quantifying variable impor…
stat.ML2021★ 1 cited
Forest Guided Smoothing
Isabella Verdinelli, Larry Wasserman
We use the output of a random forest to define a family of local smoothers with spatially adaptive bandwidth matrices. The smoother inherits the flexibility of the original forest…