58 citations · 198 across the 19 of their papers we have counts for
6 papers · 1 filter
Efficiency of ETA Prediction
Chiwei Yan, James Johndrow, Dawn Woodard +1
Modern mobile applications such as navigation services and ride-sharing platforms rely heavily on geospatial technologies, most critically predictions of the time required for a ve…
Limits of epidemic prediction using SIR models
Omar Melikechi, Alexander L. Young, Tao Tang +3
The Susceptible-Infectious-Recovered (SIR) equations and their extensions comprise a commonly utilized set of models for understanding and predicting the course of an epidemic. In…
Closer than they appear: A Bayesian perspective on individual-level heterogeneity in risk assessment
Kristian Lum, David B. Dunson, James Johndrow
Risk assessment instruments are used across the criminal justice system to estimate the probability of some future behavior given covariates. The estimated probabilities are then u…
Estimating the number of SARS-CoV-2 infections and the impact of social distancing in the United States
James Johndrow, Kristian Lum, Maria Gargiulo +1
Understanding the number of individuals who have been infected with the novel coronavirus SARS-CoV-2, and the extent to which social distancing policies have been effective at limi…
Removing the influence of a group variable in high-dimensional predictive modelling
Emanuele Aliverti, Kristian Lum, James E. Johndrow +1
In many application areas, predictive models are used to support or make important decisions. There is increasing awareness that these models may contain spurious or otherwise unde…
An algorithm for removing sensitive information: application to race-independent recidivism prediction
James E. Johndrow, Kristian Lum
Predictive modeling is increasingly being employed to assist human decision-makers. One purported advantage of replacing or augmenting human judgment with computer models in high s…