Interpreting County Level COVID-19 Infection and Feature Sensitivity using Deep Learning Time Series Models

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.

Feature Importance Interpretable Machine Learning +2

Detection of Racial Bias from Physiological Responses

no code implementations • 2 Feb 2021 • Fateme Nikseresht, Runze Yan, Rachel Lew, Yingzheng Liu, Rose M. Sebastian, Afsaneh Doryab

Despite the evolution of norms and regulations to mitigate the harm from biases, harmful discrimination linked to an individual's unconscious biases persists.