3 citations · 4 across the 3 of their papers we have counts for
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cs.LG2023
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…
cs.LG2020★ 3 cited
Global Multiclass Classification and Dataset Construction via Heterogeneous Local Experts
Surin Ahn, Ayfer Ozgur, Mert Pilanci
In the domains of dataset construction and crowdsourcing, a notable challenge is to aggregate labels from a heterogeneous set of labelers, each of whom is potentially an expert in…