1 code implementation • 26 Jan 2024 • Md Khairul Islam, Tyler Valentine, Timothy Joowon Sue, Ayush Karmacharya, Luke Neil Benham, Zhengguang Wang, Kingsley Kim, Judy Fox
In this study, we leverage recent local interpretation methods to interpret state-of-the-art time series models.
1 code implementation • 15 Aug 2023 • Navya Annapareddy, Jade Preston, Judy Fox
This paper endeavors to outline the typical lifecycle of fair federated learning in research as well as provide an updated taxonomy to account for the current state of fairness in implementations.
no code implementations • 3 Jul 2023 • Md Khairul Islam, Tyler Valentine, Royal Wang, Levi Davis, Matt Manner, Judy Fox
This study aimed to identify the most influential age groups in COVID-19 infection rates at the US county level using the Modified Morris Method and deep learning for time series.
1 code implementation • 6 Oct 2022 • Md Khairul Islam, Di Zhu, Yingzheng Liu, Andrej Erkelens, Nick Daniello, Judy Fox
Using the proposed framework, we conduct extensive experiments and show our model can learn complex interactions and perform predictions for daily infection at the county level.