1 code implementation • 6 May 2023 • Arindam Fadikar, Mickael Binois, Nicholson Collier, Abby Stevens, Kok Ben Toh, Jonathan Ozik
Epidemiological models must be calibrated to ground truth for downstream tasks such as producing forward projections or running what-if scenarios.
1 code implementation • 19 Jul 2022 • Yue Gao, Abby Stevens, Rebecca Willet, Garvesh Raskutti
Recently, there has been a proliferation of model-agnostic methods to measure variable importance (VI) that analyze the difference in predictive power between a full model trained on all variables and a reduced model that excludes the variable(s) of interest.
2 code implementations • 14 Nov 2018 • Pedro Saleiro, Benedict Kuester, Loren Hinkson, Jesse London, Abby Stevens, Ari Anisfeld, Kit T. Rodolfa, Rayid Ghani
Recent work has raised concerns on the risk of unintended bias in AI systems being used nowadays that can affect individuals unfairly based on race, gender or religion, among other possible characteristics.