81 citations · 159 across the 4 of their papers we have counts for
Showing 2021Show all
2 papers · 1 filter
hep-ph2021★ 47 cited
Symmetries, Safety, and Self-Supervision
Barry M. Dillon, Gregor Kasieczka, Hans Olischlager +3
Collider searches face the challenge of defining a representation of high-dimensional data such that physical symmetries are manifest, the discriminating features are retained, and…
hep-ph2021★ 81 cited
Better Latent Spaces for Better Autoencoders
Barry M. Dillon, Tilman Plehn, Christof Sauer +1
Autoencoders as tools behind anomaly searches at the LHC have the structural problem that they only work in one direction, extracting jets with higher complexity but not the other…