Garrett Kepler

collaborators

2 papers

math.CO2026

Some Spectral Properties of the $B_{I^} \pm$ Matrix of a Graph

Garrett Kepler

Recently, Samanta et al. introduced a unifying perspective to common graph-associated matrices through the matrix $B_{I^} \pm (G) = I^\pm A (G) + (1 - I^\pm) L (G)$ where $I^\pm \in [0, 1]$ . We resolve an ope…

cs.LG2025

Algorithmic Accountability in Small Data: Sample-Size-Induced Bias Within Classification Metrics

Jarren Briscoe, Garrett Kepler, Daryl Deford +1

Evaluating machine learning models is crucial not only for determining their technical accuracy but also for assessing their potential societal implications. While the potential fo…

Some Spectral Properties of the BI^​± Matrix of a Graph

Algorithmic Accountability in Small Data: Sample-Size-Induced Bias Within Classification Metrics

Some Spectral Properties of the $B_{I^} \pm$ Matrix of a Graph