2 citations · 2 across the 3 of their papers we have counts for
3 papers
math.ST2022
Black-Box Model Confidence Sets Using Cross-Validation with High-Dimensional Gaussian Comparison
Nicholas Kissel, Jing Lei
We derive high-dimensional Gaussian comparison results for the standard -fold cross-validated risk estimates. Our results combine a recent stability-based argument for the low-d…
stat.ME2022
Quantifying Distances Between Clusters with Elliptical or Non-Elliptical Shapes
Meredith L. Wallace, Lisa McTeague, Jessica L. Graves +4
Finite mixture models that allow for a broad range of potentially non-elliptical cluster distributions is an emerging methodological field. Such methods allow for the shape of the…
stat.ME2021★ 2 cited
Forward Stability and Model Path Selection
Nicholas Kissel, Lucas Mentch
Most scientific publications follow the familiar recipe of (i) obtain data, (ii) fit a model, and (iii) comment on the scientific relevance of the effects of particular covariates…