no code implementations • 27 Feb 2024 • Jamie Duell, Monika Seisenberger, Hsuan Fu, Xiuyi Fan
In this context, we introduce Quantified Uncertainty Counterfactual Explanations (QUCE), a method designed to mitigate out-of-distribution traversal by minimizing path uncertainty.
no code implementations • 6 Apr 2023 • Li Rong Wang, Hsuan Fu, Xiuyi Fan
We study the impacts of business cycles on machine learning (ML) predictions.
no code implementations • 2 Nov 2021 • Siyuan Liu, Mehmet Orcun Yalcin, Hsuan Fu, Xiuyi Fan
Since the onset of the the COVID-19 pandemic, many countries across the world have implemented various non-pharmaceutical interventions (NPIs) to contain the spread of virus, as well as economic support policies (ESPs) to save their economies.