1 citations · 2 across the 3 of their papers we have counts for
Showing cs.LGShow all
2 papers · 1 filter
cs.LG2023★ 1 cited
Topological Learning in Multi-Class Data Sets
Christopher Griffin, Trevor Karn, Benjamin Apple
We specialize techniques from topological data analysis to the problem of characterizing the topological complexity (as defined in the body of the paper) of a multi-class data set.…
cs.LG2019
Modeling a Hidden Dynamical System Using Energy Minimization and Kernel Density Estimates
Trevor K. Karn, Steven Petrone, Christopher Griffin
In this paper we develop a kernel density estimation (KDE) approach to modeling and forecasting recurrent trajectories on a compact manifold. For the purposes of this paper, a traj…