884 citations · 12.2k across the 141 of their papers we have counts for
Showing 2021 · physics.data-anShow all
2 papers · 2 filters
physics.data-an2021★ 7 cited
Neural Conditional Reweighting
Benjamin Nachman, Jesse Thaler
There is a growing use of neural network classifiers as unbinned, high-dimensional (and variable-dimensional) reweighting functions. To date, the focus has been on marginal reweigh…
physics.data-an2021★ 42 cited
E Pluribus Unum Ex Machina: Learning from Many Collider Events at Once
Benjamin Nachman, Jesse Thaler
There have been a number of recent proposals to enhance the performance of machine learning strategies for collider physics by combining many distinct events into a single ensemble…