Category: Indico Event
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6th Inter-experiment Machine Learning Workshop
Monday 29 Jan/24 9:00 (Europe/Zurich) Ends: 2 Feb/24 19:00 6th Inter-experiment Machine Learning Workshop This is the sixth annual workshop of the LPCC inter-experimental machine learning working group. The workshop will be held on 29Jan-2Feb 2024 at CERN in a hybrid format, with remote participation made possible. Confirmed invited speakers If you receive any email…
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LHC detector simulations: status, needs and prospects
Monday 2 Nov/20 8:00 (Europe/Zurich) Ends: 3 Nov/20 18:00 LHC detector simulations: status, needs and prospects This is the fourth Workshop on this topic, following the first one in October 2011 (agenda) the second in March 2014 (agenda) and the third in June 2017 (agenda). The goal is to update the assessment of the status…
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4th Workshop on LHC detector simulations
Monday 2 Nov/20 14:00 (Europe/Zurich) Ends: 3 Nov/20 19:00 4th Workshop on LHC detector simulations The goal of the Workshop is to update the assessment of the status of LHC detector simulations, including the validation against data, the definition of the future needs for analysis work and for upgrade R&D studies, and the progress in…
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Multi-scale cross-attention transformer encoder for event classification
Wednesday 14 Feb/24 11:00 -12:00 (Europe/Zurich) Multi-scale cross-attention transformer encoder for event classification We deploy an advanced Machine Learning (ML) environment, leveraging a multi-scale cross-attention encoder for event classification, taking gg→H→hh→bbbb process at the High Luminosity Large Hadron Collider (HL-LHC) as an example. In the boosted Higgs regime, the final state consists of two fat…
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Problem solving as a translation task
Wednesday 31 Jan/24 11:00 -12:00 (Europe/Zurich) Problem solving as a translation task Neural architectures designed for machine translation can be used to solve problems of mathematics, by considering that solving amounts to translating the problem, a sentence in some mathematical language, into its solution, another sentence in mathematical language. Presenting examples from symbolic and numerical…
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How AI and a CERN federated learning platform can assist clinicians in the management of stroke patients
Friday 29 Sep/23 9:00 -10:00 (Europe/Zurich) How AI and a CERN federated learning platform can assist clinicians in the management of stroke patients BROKEN IMAGE NOT MOVED (drupal url : https://iml.web.cern.ch//node/326) Strokes are one of the leading causes of severe disability worldwide. There are 1.12 million strokes and 0.46 million resulting deaths per year in…
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Detector Technology Innovations in Medical X-ray Imaging
Friday 1 Sep/23 11:00 -12:15 (Europe/Zurich) Detector Technology Innovations in Medical X-ray Imaging Please see https://indico.cern.ch/event/1311381/ for more details
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IML Machine Learning Working Group
Tuesday 11 Jul/23 15:00 -16:20 (Europe/Zurich) IML Machine Learning Working Group
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Machine learning for sampling high-dimensional probability distributions in lattice field theory
Wednesday 5 Jul/23 11:00 -12:00 (Europe/Zurich) Machine learning for sampling high-dimensional probability distributions in lattice field theory As machine learning algorithms continue to enable and accelerate physics calculations, the development of problem-specific physics-informed machine learning approaches is becoming more sophisticated, impactful, and important. I will describe recent advances in generative modelling emerging from the challenge…
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IML Machine Learning Working Group: unfolding
Thursday 27 Jul/23 15:00 -18:00 (Europe/Zurich) IML Machine Learning Working Group: unfolding Topic: unfolding