74 citations · 75 across the 3 of their papers we have counts for
3 papers
stat.ML2021★ 1 cited
Conformal prediction for text infilling and part-of-speech prediction
Neil Dey, Jing Ding, Jack Ferrell +4
Modern machine learning algorithms are capable of providing remarkably accurate point-predictions; however, questions remain about their statistical reliability. Unlike conventiona…
stat.CO2021
yaglm: a Python package for fitting and tuning generalized linear models that supports structured, adaptive and non-convex penalties
Iain Carmichael, Thomas Keefe, Naomi Giertych +1
The yaglm package aims to make the broader ecosystem of modern generalized linear models accessible to data analysts and researchers. This ecosystem encompasses a range of loss fun…
stat.ML2017★ 74 cited
Dynamic Mortality Risk Predictions in Pediatric Critical Care Using Recurrent Neural Networks
M Aczon, D Ledbetter, L Ho +4
Viewing the trajectory of a patient as a dynamical system, a recurrent neural network was developed to learn the course of patient encounters in the Pediatric Intensive Care Unit (…