60 citations · 65 across the 7 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
Policy-focused Agent-based Modeling using RL Behavioral Models
Osonde A. Osoba, Raffaele Vardavas, Justin Grana +2
Agent-based Models (ABMs) are valuable tools for policy analysis. ABMs help analysts explore the emergent consequences of policy interventions in multi-agent decision-making settin…