7 citations · 10 across the 3 of their papers we have counts for
3 papers
hep-ex2025
Double Descent and Overparameterization in Particle Physics Data
Matthias Vigl, Lukas Heinrich
Recently, the benefit of heavily overparameterized models has been observed in machine learning tasks: models with enough capacity to easily cross the \emph{interpolation threshold…
hep-ex2024★ 7 cited
Expected Tracking Performance of the ATLAS Inner Tracker at the High-Luminosity LHC
ATLAS Collaboration
The high-luminosity phase of LHC operations (HL-LHC), will feature a large increase in simultaneous proton-proton interactions per bunch crossing up to 200, compared with a typical…
hep-ex2024★ 3 cited
Finetuning Foundation Models for Joint Analysis Optimization
Matthias Vigl, Nicole Hartman, Lukas Heinrich
In this work we demonstrate that significant gains in performance and data efficiency can be achieved in High Energy Physics (HEP) by moving beyond the standard paradigm of sequent…