Search Results for author: Kristian Holsheimer

Found 2 papers, 1 papers with code

Uncertainty Quantification for Local Model Explanations Without Model Access

1 code implementation13 Jan 2023 Surin Ahn, Justin Grana, Yafet Tamene, Kristian Holsheimer

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 from the model is available, rather than direct access to the model itself.

regression Uncertainty Quantification

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