744 citations · 6.5k across the 102 of their papers we have counts for
41 papers · 1 filter
Goodness of fit by Neyman-Pearson testing
Gaia Grosso, Marco Letizia, Maurizio Pierini +1
The Neyman-Pearson strategy for hypothesis testing can be employed for goodness of fit if the alternative hypothesis is selected from data by exploring a rich parametrised family o…
New UTfit Analysis of the Unitarity Triangle in the Cabibbo-Kobayashi-Maskawa scheme
UTfit Collaboration, Marcella Bona, Marco Ciuchini +14
Flavour mixing and CP violation as measured in weak decays and mixing of neutral mesons are a fundamental tool to test the Standard Model (SM) and to search for new physics. New an…
Impact of the recent measurements of the top-quark and W-boson masses on electroweak precision fits
J. de Blas, M. Pierini, L. Reina +1
We assess the impact of the very recent measurement of the top-quark mass by the CMS Collaboration on the fit of electroweak data in the Standard Model and beyond, with particular…
Learning new physics efficiently with nonparametric methods
Marco Letizia, Gianvito Losapio, Marco Rando +5
We present a machine learning approach for model-independent new physics searches. The corresponding algorithm is powered by recent large-scale implementations of kernel methods, n…
Autoencoders for Semivisible Jet Detection
Florencia Canelli, Annapaola de Cosa, Luc Le Pottier +3
The production of dark matter particles from confining dark sectors may lead to many novel experimental signatures. Depending on the details of the theory, dark quark production in…
Global analysis of electroweak data in the Standard Model
J. de Blas, M. Ciuchini, E. Franco +5
We perform a global fit of electroweak data within the Standard Model, using state-of-the art experimental and theoretical results, including a determination of the electromagnetic…