1.5k citations · 2.6k across the 34 of their papers we have counts for
35 papers
Active learning for imbalanced data under cold start
Ricardo Barata, Miguel Leite, Ricardo Pacheco +3
Modern systems that rely on Machine Learning (ML) for predictive modelling, may suffer from the cold-start problem: supervised models work well but, initially, there are no labels,…
ScannerS: Parameter Scans in Extended Scalar Sectors
Margarete Mühlleitner, Marco O. P. Sampaio, Rui Santos +1
We present the public code ScannerS-2 that performs parameter scans and checks parameter points in theories beyond the Standard Model (BSM) with extended scalar sectors. ScannerS i…
Automatic Model Monitoring for Data Streams
Fábio Pinto, Marco O. P. Sampaio, Pedro Bizarro
Detecting concept drift is a well known problem that affects production systems. However, two important issues that are frequently not addressed in the literature are 1) the detect…
Pseudoscalar decays to gauge bosons at the LHC and at a future 100 TeV collider
Abdesslam Arhrib, Rachid Benbrik, Jaouad El Falaki +2
We discuss the search for a CP-odd scalar decaying into gauge bosons in the framework of a CP-conserving two-Higgs doublet model (2HDM) and of a 2HDM extended with a vector-like qu…
NLO electroweak corrections in general scalar singlet models
Raul Costa, Marco O. P. Sampaio, Rui Santos
If no new physics signals are found, in the coming years, at the Large Hadron Collider Run-2, an increase in precision of the Higgs couplings measurements will shift the dicussion…
Phenomenological Comparison of Models with Extended Higgs Sectors
M. Muhlleitner, M. Sampaio, R. Santos +1
Beyond the Standard Model (SM) extensions usually include extended Higgs sectors. Models with singlet or doublet fields are the simplest ones that are compatible with the param…