408 citations · 695 across the 22 of their papers we have counts for
4 papers · 1 filter
Using Regression Kernels to Forecast A Failure to Appear in Court
Richard Berk, Justin Bleich, Adam Kapelner +3
Forecasts of prospective criminal behavior have long been an important feature of many criminal justice decisions. There is now substantial evidence that machine learning procedure…
Starvation of Cancer via Induced Ketogenesis and Severe Hypoglycemia
Adam Kapelner, Matthew Vorsanger
Neoplasms are highly dependent on glucose as their substrate for energy production and are generally not able to catabolize other fuel sources such as ketones and fatty acids. Thus…
Evaluating the Effectiveness of Personalized Medicine with Software
Adam Kapelner, Justin Bleich, Alina Levine +3
We present methodological advances in understanding the effectiveness of personalized medicine models and supply easy-to-use open-source software. Personalized medicine involves th…
Bayesian Additive Regression Trees With Parametric Models of Heteroskedasticity
Justin Bleich, Adam Kapelner
We incorporate heteroskedasticity into Bayesian Additive Regression Trees (BART) by modeling the log of the error variance parameter as a linear function of prespecified covariates…