3 papers
stat.ML2026
A Unified Geometric Framework for Developmental Analysis of Spatial Transcriptomic Data
Mary Chriselda Antony Oliver, Kaitlyn Hohmeier, Tuyen Tran +3
High-throughput single-cell and spatial transcriptomic technologies provide high-resolution snapshots of heterogeneous cellular states, but their destructive nature prevents repeat…
stat.ML2026
-Nearest Neighbors in Gromov--Wasserstein Space
Kaitlyn Hohmeier, Nicolas Fraiman, Caroline Moosmueller
The Gromov--Wasserstein (GW) distance provides a framework for comparing metric measure spaces, regardless of their underlying structure or geometry. For network-based data, it ena…
math.PR2026
Permuton limits for some permutations avoiding a single pattern
Kaitlyn Hohmeier, Erik Slivken
Permutons are probability measures on the unit square with uniform marginals that provide a natural way to describe limits of permutations. We are interested in the permuton limits…