6 citations · 11 across the 8 of their papers we have counts for
3 papers · 1 filter
Optimal subgroup selection
Henry W. J. Reeve, Timothy I. Cannings, Richard J. Samworth
In clinical trials and other applications, we often see regions of the feature space that appear to exhibit interesting behaviour, but it is unclear whether these observed phenomen…
Adaptive transfer learning
Henry W. J. Reeve, Timothy I. Cannings, Richard J. Samworth
In transfer learning, we wish to make inference about a target population when we have access to data both from the distribution itself, and from a different but related source dis…
Data-driven design of targeted gene panels for estimating immunotherapy biomarkers
Jacob R. Bradley, Timothy I. Cannings
We introduce a novel data-driven framework for the design of targeted gene panels for estimating exome-wide biomarkers in cancer immunotherapy. Our first goal is to develop a gener…