Category: Indico Event
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PlanetWatch: Citizen Science on Steroids
Thursday 3 Feb/22 16:00 -17:00 (Europe/Zurich) PlanetWatch: Citizen Science on Steroids PlanetWatch, the first CERN spinoff company in the blockchain world, aims at disrupting environmental monitoring on a global scale by leveraging advanced technologies and the power of communities to generate and analyse science/business-grade environmental datasets. PlanetWatch’s distinctive feature is its blockchain-based data recording, tracking…
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ATLAS Fast Simulation – from classical to deep learning
Wednesday 16 Feb/22 11:00 -12:00 (Europe/Zurich) ATLAS Fast Simulation – from classical to deep learning ATLAS, one of the largest experiments at the Large Hadron Collider, has a broad physics program, ranging from precision measurements to the discovery of new interactions. Completing that program requires gargantuan amounts of simulated Monte Carlo events. Detailed detector simulation…
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Fast Simulation in ATLAS
Wednesday 16 Feb/22 11:00 -12:00 (Europe/Zurich) Fast Simulation in ATLAS … put abstract
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AI in the SKA Era: Challenges for recovering well-calibrated uncertainties from Bayesian Deep-learning
Wednesday 26 Jan/22 11:00 -12:00 (Europe/Zurich) AI in the SKA Era: Challenges for recovering well-calibrated uncertainties from Bayesian Deep-learning The expected volume of data from the new generation of scientific facilities such as the Square Kilometre Array (SKA) radio telescope has motivated the expanded use of semi-automatic and automatic machine learning algorithms for scientific discovery…
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IML Machine Learning Working Group
Tuesday 18 Jan/22 15:00 -18:05 (Europe/Zurich) IML Machine Learning Working Group Meeting will be by video only on Zoom.
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Learning New Physics from a Machine
Wednesday 15 Dec/21 11:00 -12:00 (Europe/Zurich) Learning New Physics from a Machine I will describe a strategy to detect data departures from a given reference model, with no prior bias on the nature of the new physics model responsible for the discrepancy. The method employs neural networks, leveraging their virtues as flexible function approximants, but…
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Canceled: IML Machine Learning Working Group
Tuesday 23 Nov/21 15:00 -18:05 (Europe/Zurich) Canceled: IML Machine Learning Working Group Meeting will be by video only on Zoom.
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IML Machine Learning Working Group
Tuesday 9 Nov/21 15:00 -18:05 (Europe/Zurich) IML Machine Learning Working Group Meeting will be by video only on Zoom.
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PHYSTAT seminar: Variational Inference for Bayesian Analysis
Wednesday 17 Nov/21 16:00 -17:00 (Europe/Zurich) PHYSTAT seminar: Variational Inference for Bayesian Analysis A core problem in statistics and machine learning is to approximate difficult-to compute probability distributions. This problem is especially important in Bayesian statistics, which frames all inference about unknown quantities as a calculation about a conditional distribution. In this talk I review…
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IML Machine Learning Working Group
Tuesday 5 Oct/21 15:00 -18:05 (Europe/Zurich) IML Machine Learning Working Group Agenda in construction. Please send a mail to iml.coordinators@cern.ch if you wish to contribute.