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01/13/2023
Local Model Explanations and Uncertainty Without Model Access
We present a model-agnostic algorithm for generating post-hoc explanatio...
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06/09/2020
Policy-focused Agent-based Modeling using RL Behavioral Models
Agent-based Models (ABMs) are valuable tools for policy analysis. ABMs h...
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05/12/2020
Perturbing Inputs to Prevent Model Stealing
We show how perturbing inputs to machine learning services (ML-service) ...
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09/19/2017