research
∙
02/01/2023
Model Monitoring and Robustness of In-Use Machine Learning Models: Quantifying Data Distribution Shifts Using Population Stability Index
Safety goes first. Meeting and maintaining industry safety standards for...
share
research
∙
10/02/2020
Commuting Network Spillovers and COVID-19 Deaths Across US Counties
This study explored how population mobility flows form commuting network...
research
∙
08/01/2020
A Causal Lens for Peeking into Black Box Predictive Models: Predictive Model Interpretation via Causal Attribution
With the increasing adoption of predictive models trained using machine ...
research
∙
01/17/2020
Personalized Sleep Parameters Estimation from Actigraphy: A Machine Learning Approach
Background: The current gold standard for measuring sleep is polysomnogr...
research
∙
01/17/2020
Toward Personalized Sleep-Wake Prediction from Actigraphy
Actigraphy offers a low-cost alternative to conventional polysomnography...
research
∙
11/24/2019
Algorithmic Bias in Recidivism Prediction: A Causal Perspective
ProPublica's analysis of recidivism predictions produced by Correctional...
research
∙
03/27/2019