787 citations · 2.5k across the 31 of their papers we have counts for
31 papers
Nanosecond anomaly detection with decision trees and real-time application to exotic Higgs decays
Stephen Roche, Quincy Bayer, Benjamin Carlson +4
We present an interpretable implementation of the autoencoding algorithm, used as an anomaly detector, built with a forest of deep decision trees on FPGA, field programmable gate a…
Nanosecond machine learning event classification with boosted decision trees in FPGA for high energy physics
Tae Min Hong, Benjamin Carlson, Brandon Eubanks +4
We present a novel implementation of classification using the machine learning / artificial intelligence method called boosted decision trees (BDT) on field programmable gate array…
The global electroweak fit at NNLO and prospects for the LHC and ILC
M. Baak, J. Cuth, J. Haller +5
For a long time, global fits of the electroweak sector of the Standard Model (SM) have been used to exploit measurements of electroweak precision observables at lepton colliders (L…
Study of Electroweak Interactions at the Energy Frontier
M. Baak, A. Blondel, A. Bodek +46
With the discovery of the Higgs boson, the spectrum of particles in the Standard Model (SM) is complete. It is more important than ever to perform precision measurements and to tes…
Updated Status of the Global Electroweak Fit and Constraints on New Physics
M. Baak, M. Goebel, J. Haller +5
We present an update of the Standard Model fit to electroweak precision data. We include newest experimental results on the top quark mass, the W mass and width, and the Higgs boso…
A Study of Excited Charm-Strange Baryons with Evidence for new Baryons Ξ_c(3055)^+ and Ξ_c(3123)^+
The BABAR Collaboration, B. Aubert
We present a study of excited charm-strange baryon states produced in annihilations at or near a center-of-mass energy of , in a data sampl…