3 papers
cs.LG2019
Learning Directed Graphical Models from Gaussian Data
Katherine Fitch
In this paper, we introduce a new directed graphical model from Gaussian data: the Gaussian graphical interaction model (GGIM). The development of this model comes from considering…
physics.soc-ph2018
In the Dance Studio: An Art and Engineering Exploration of Human Flocking
Naomi E. Leonard, George F. Young, Kelsey Hochgraf +5
Flock Logic was developed as an art and engineering project to explore how the feedback laws used to model flocking translate when applied by dancers. The artistic goal was to crea…
cs.SI2018
Effective Resistance Preserving Directed Graph Symmetrization
Katherine Fitch
This work presents a new method for symmetrization of directed graphs that constructs an undirected graph with equivalent pairwise effective resistances as a given directed graph.…