2 papers
stat.ML2019
Dynamic Visualization and Fast Computation for Convex Clustering via Algorithmic Regularization
Michael Weylandt, John Nagorski, Genevera I. Allen
Convex clustering is a promising new approach to the classical problem of clustering, combining strong performance in empirical studies with rigorous theoretical foundations. Despi…
stat.AP2016
Genomic Region Detection via Spatial Convex Clustering
John Nagorski, Genevera I. Allen
Several modern genomic technologies, such as DNA-Methylation arrays, measure spatially registered probes that number in the hundreds of thousands across multiplechromosomes. The me…