Uncertainty Quantification for Local Model Explanations Without Model Access

Surin Ahn, Justin Grana, Yafet Tamene +1

We present a model-agnostic algorithm for generating post-hoc explanations and uncertainty intervals for a machine learning model when only a static sample of inputs and outputs fr…