738 citations · 13.6k across the 267 of their papers we have counts for
38 papers · 1 filter
NFAD: Fixing anomaly detection using normalizing flows
Artem Ryzhikov, Maxim Borisyak, Andrey Ustyuzhanin +1
Anomaly detection is a challenging task that frequently arises in practically all areas of industry and science, from fraud detection and data quality monitoring to finding rare ca…
Test of lepton universality with decays
LHCb collaboration, R. Aaij, C. Abellán Beteta +904
The ratio of branching fractions of the decays and , , is measured for the first time using proton-proto…
Machine Learning on sWeighted Data
Maxim Borisyak, Nikita Kazeev
Data analysis in high energy physics has to deal with data samples produced from different sources. One of the most widely used ways to unfold their contributions is the sPlot tech…
Isospin amplitudes in and decays
LHCb collaboration, R. Aaij, C. Abellán Beteta +902
Ratios of isospin amplitudes in hadron decays are a useful probe of the interplay between weak and strong interactions, and allow searches for physics beyond the Standard Model. We…
Adaptive Divergence for Rapid Adversarial Optimization
Maxim Borisyak, Tatiana Gaintseva, Andrey Ustyuzhanin
Adversarial Optimization (AO) provides a reliable, practical way to match two implicitly defined distributions, one of which is usually represented by a sample of real data, and th…
Precision measurement of the mass
LHCb collaboration, R. Aaij, C. Abellán Beteta +901
A measurement of the mass is performed using data collected by the LHCb experiment between 2016 and 2018 in collisions at a centre-of-mass energy of 13 TeV, corr…
Observation of the semileptonic decay
LHCb collaboration, R. Aaij, C. Abellán Beteta +900
The Cabibbo-suppressed semileptonic decay is observed for the first time using a sample of collisions corresponding to an integrated luminosit…
Determination of quantum numbers for several excited charmed mesons observed in decays
LHCb collaboration, R. Aaij, C. Abellán Beteta +907
A four-body amplitude analysis of the decay is performed, where fractions and relative phases of the various resonances contributing to the decay are measu…
Measurement of the production cross-section in collisions at TeV
LHCb collaboration, R. Aaij, C. Abellán Beteta +913
Using a data sample corresponding to an integrated luminosity of , collected by the LHCb experiment, the production of the state in proton-proton collisions…
Updated measurement of decay-time-dependent CP asymmetries in and decays
LHCb collaboration, R. Aaij, C. Abellán Beteta +910
A search for decay-time-dependent charge-parity () asymmetry in and decays is performed at the LHCb experiment using proton-proton collision d…
Measurement of the meson production fraction and asymmetry in 7 and 13 TeV collisions
LHCb collaboration, R. Aaij, C. Abellán Beteta +900
The production fraction of the meson with respect to the sum of and mesons is measured in both 7 and 13 TeV center-of-mass energy collisions produced…
Measurement of production in collisions at TeV
LHCb collaboration, R. Aaij, C. Abellán Beteta +900
The production of baryons in proton-proton collisions at a centre-of-mass energy of TeV is measured in the transverse-momentum range $4<p_\mathrm…
Search for decays
LHCb collaboration, R. Aaij, C. Abellán Beteta +905
Searches are performed for both prompt-like and long-lived dark photons, , produced in proton-proton collisions at a center-of-mass energy of 13 TeV. These searches look for $A…
Search for the lepton-flavour violating decays
LHCb collaboration, R. Aaij, C. Abellán Beteta +895
A search for the lepton-flavour violating decays is performed using a sample of proton-proton collision data, collected with the LHCb experiment at ce…
Amplitude analysis of the decay
LHCb collaboration, R. Aaij, C. Abellán Beteta +868
The results of an amplitude analysis of the charmless three-body decay , in which -violation effects are taken into account, are reported. The anal…
Measurement of the electron reconstruction efficiency at LHCb
LHCb collaboration, R. Aaij, C. Abellán Beteta +910
The single electron track-reconstruction efficiency is calibrated using a sample corresponding to of collision data recorded with the LHCb detector in 20…
Precision measurement of the , and baryon lifetimes
LHCb collaboration, R. Aaij, C. Abellán Beteta +847
We report measurements of the lifetimes of the , and charm baryons using proton-proton collision data at center-of-mass energies of 7 and 8\tev, correspondin…
Measurement of psi(2S) production cross-sections in proton-proton collisions at 7 and 13 TeV
LHCb collaboration, R. Aaij, C. Abellán Beteta +842
The cross-sections of meson production in proton-proton collisions at are measured with a data sample collected by the LHCb detector correspondin…
Measurement of CP violation in the decay and search for the decay
LHCb collaboration, R. Aaij, C. Abellán Beteta +868
A measurement of the time-dependent CP-violating asymmetry in decays is presented. Using a sample of proton-proton collision data corresponding to an integrate…
Observation of the decay
LHCb collaboration, R. Aaij, C. Abellán Beteta +903
Using proton-proton collision data, collected with the LHCb detector and corresponding to 1.0, 2.0 and 1.9fb of integrated luminosity at the centre-of-mass energies of 7, 8,…
-class Classification: an Anomaly Detection Method for Highly Imbalanced or Incomplete Data Sets
Maxim Borisyak, Artem Ryzhikov, Andrey Ustyuzhanin +3
Anomaly detection is not an easy problem since distribution of anomalous samples is unknown a priori. We explore a novel method that gives a trade-off possibility between one-class…
Updated measurement of time-dependent -violating observables in decays
LHCb collaboration, R. Aaij, C. Abellán Beteta +910
The decay-time-dependent asymmetry in decays is measured using proton-proton collision data, corresponding to an integrated luminosity of $1.9\,\…
Observation of a narrow pentaquark state, , and of two-peak structure of the
LHCb collaboration, R. Aaij, C. Abellán Beteta +866
A narrow pentaquark state, , decaying to is discovered with a statistical significance of in a data sample of decays which is an or…
Machine Learning on data with sPlot background subtraction
Maxim Borisyak, Nikita Kazeev
Data analysis in high energy physics often deals with data samples consisting of a mixture of signal and background events. The sPlot technique is a common method to subtract the c…