1 citations · 1 across the 4 of their papers we have counts for
5 papers
Unfolding with a Wasserstein Loss
Katy Craig, Benjamin Faktor, Benjamin Nachman
Data unfolding -- the removal of noise or artifacts from measurements -- is a fundamental task across the experimental sciences. Of particular interest are applications in physics,…
Vector valued optimal transport: from dynamic to static formulations
Katy Craig, Nicolás García Trillos, Đorđe Nikolić
Motivated by applications in classification of vector valued measures and multispecies PDE, we develop a theory that unifies existing notions of vector valued optimal transport, fr…
Multi-scale Optimal Transport for Complete Collider Events
Tianji Cai, Nathaniel Craig, Katy Craig +1
Building upon the success of optimal transport metrics defined for single collinear jets, we develop a multi-scale framework that models entire collider events as distributions on…
Wavelet s-Wasserstein distances for 0 < s <= 1
Katy Craig, Haoqing Yu
Motivated by classical harmonic analysis results characterizing Hölder spaces in terms of the decay of their wavelet coefficients, we consider wavelet methods for computing s-Wasse…
A Blob Method for Mean Field Control With Terminal Constraints
Katy Craig, Karthik Elamvazhuthi, Harlin Lee
In the present work, we develop a novel particle method for a general class of mean field control problems, with source and terminal constraints. Specific examples of the problems…