2 papers
hep-th2024
All-loop group-theory constraints for four-point amplitudes of SU(), SO(), and Sp() gauge theories
Stephen G. Naculich, Athis Osathapan
In the decomposition of gauge-theory amplitudes into kinematic and color factors, the color factors (at a given loop order ) span a proper subspace of the extended trace space (…
hep-ph2024
Moments of Clarity: Streamlining Latent Spaces in Machine Learning using Moment Pooling
Rikab Gambhir, Athis Osathapan, Jesse Thaler
Many machine learning applications involve learning a latent representation of data, which is often high-dimensional and difficult to directly interpret. In this work, we propose "…