30 citations · 87 across the 12 of their papers we have counts for
4 papers · 1 filter
Application of Inferno to a Top Pair Cross Section Measurement with CMS Open Data
Lukas Layer, Tommaso Dorigo, Giles C. Strong
In recent years novel inference techniques have been developed based on the construction of non-linear summary statistics with neural networks by minimising inferencemotivated loss…
Second Analysis Ecosystem Workshop Report
Mohamed Aly, Jackson Burzynski, Bryan Cardwell +66
The second workshop on the HEP Analysis Ecosystem took place 23-25 May 2022 at IJCLab in Orsay, to look at progress and continuing challenges in scaling up HEP analysis to meet the…
Deep Regression of Muon Energy with a K-Nearest Neighbor Algorithm
T. Dorigo, Sofia Guglielmini, Jan Kieseler +2
Within the context of studies for novel measurement solutions for future particle physics experiments, we developed a performant kNN-based regressor to infer the energy of highly-r…
Advances in Multi-Variate Analysis Methods for New Physics Searches at the Large Hadron Collider
Anna Stakia, Tommaso Dorigo, Giovanni Banelli +22
Between the years 2015 and 2019, members of the Horizon 2020-funded Innovative Training Network named "AMVA4NewPhysics" studied the customization and application of advanced multiv…