41 citations · 54 across the 7 of their papers we have counts for
7 papers
Identification of tau leptons using a convolutional neural network with domain adaptation
CMS Collaboration
A tau lepton identification algorithm, DeepTau, based on convolutional neural network techniques, has been developed in the CMS experiment to discriminate reconstructed hadronic de…
Wasserstein normalized autoencoder for anomaly detection
CMS Collaboration
A novel anomaly detection algorithm is presented. The Wasserstein normalized autoencoder (WNAE) is a normalized probabilistic model that minimizes the Wasserstein distance between…
DeepMET: Improving missing transverse momentum estimation with a deep neural network
CMS Collaboration
At hadron colliders, the net transverse momentum of particles that do not interact with the detector (missing transverse momentum, ) is a crucial ob…
Search for the nonresonant and resonant production of a Higgs boson in association with an additional scalar boson in the final state in proton-proton collisions at = 13 TeV
CMS Collaboration
The results of a search for the production of two scalar bosons in final states with two photons and two tau leptons are presented. The search considers both nonresonant production…
Combination and interpretation of differential Higgs boson production cross sections in proton-proton collisions at = 13 TeV
CMS Collaboration
Precision measurements of Higgs boson differential production cross sections are a key tool to probe the properties of the Higgs boson and test the standard model. New physics can…
Search for long-lived particles decaying to final states with a pair of muons in proton-proton collisions at = 13.6 TeV
CMS Collaboration
An inclusive search for long-lived exotic particles (LLPs) decaying to final states with a pair of muons is presented. The search uses data corresponding to an integrated luminosit…
Measurement of energy correlators inside jets and determination of the strong coupling
CMS Collaboration
Energy correlators that describe energy-weighted distances between two or three particles in a jet are measured using an event sample of = 13 TeV proton-proton collision…