183 citations · 348 across the 27 of their papers we have counts for
Showing 2017Show all
2 papers · 1 filter
stat.ML2017★ 8 cited
Estimation and Optimization of Composite Outcomes
Daniel J. Luckett, Eric B. Laber, Michael R. Kosorok
There is tremendous interest in precision medicine as a means to improve patient outcomes by tailoring treatment to individual characteristics. An individualized treatment rule for…
stat.ME2017★ 2 cited
Sufficient Markov Decision Processes with Alternating Deep Neural Networks
Longshaokan Wang, Eric B. Laber, Katie Witkiewitz
Advances in mobile computing technologies have made it possible to monitor and apply data-driven interventions across complex systems in real time. Markov decision processes (MDPs)…