3 papers
stat.ME2023★ 2 cited
A reluctant additive model framework for interpretable nonlinear individualized treatment rules
Jacob M. Maronge, Jared D. Huling, Guanhua Chen
Individualized treatment rules (ITRs) for treatment recommendation is an important topic for precision medicine as not all beneficial treatments work well for all individuals. Inte…
cs.RO2023
Evaluating Explanation Methods for Vision-and-Language Navigation
Guanqi Chen, Lei Yang, Guanhua Chen +1
The ability to navigate robots with natural language instructions in an unknown environment is a crucial step for achieving embodied artificial intelligence (AI). With the improvin…
stat.ME2014
Biclustering Via Sparse Clustering
Qian Liu, Guanhua Chen, Michael R. Kosorok +1
In many situations it is desirable to identify clusters that differ with respect to only a subset of features. Such clusters may represent homogeneous subgroups of patients with a…