Category: Indico Event
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Structured models of objects, relations, and physics
Tuesday 20 Oct/20 15:00 -16:00 (Europe/Zurich) Structured models of objects, relations, and physics When you look around you, you see the world as objects interacting with one another. When scientists study nature, they define galaxies, stars, lakes, droplets of water, molecules, and sub-atomic particles in complex configurations. Structured models–based on object- and relation-centric representations and…
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IML Machine Learning Working Group: special seminar on GANs
Friday 27 Oct/17 14:00 -16:10 (Europe/Zurich) IML Machine Learning Working Group: special seminar on GANs
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Automatic Differentiation and Deep Learning
Friday 26 Jan/18 14:00 -15:00 (Europe/Zurich) Automatic Differentiation and Deep Learning Statistical learning has been getting more and more interest from the particle-physics community in recent times, with neural networks and gradient-based optimization being a focus. In this talk we shall discuss three things:
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Interactive, data-intensive HPC
Wednesday 25 Sep/19 11:00 -12:00 (Europe/Zurich) Interactive, data-intensive HPC Complex scientific questions at large scale user facilities strongly involve the user at every step of experimental planning. The data deluge these users have to deal with is strongly coupled to an increasing difficulty in inverting data unambiguously. Thus, combining inverse methods with forward solutions during…
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Mixed-Signal Circuit Techniques for Near-Sensor Machine Learning and Data Analysis
Tuesday 27 Aug/19 11:00 -12:00 (Europe/Zurich) Mixed-Signal Circuit Techniques for Near-Sensor Machine Learning and Data Analysis Co-hosted event with the EP-ESE Electronics seminar series See event page: https://indico.cern.ch/event/830212/
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Full Event Interpretation at Belle II
Wednesday 31 Oct/18 11:00 -12:00 (Europe/Zurich) Full Event Interpretation at Belle II The Full Event Interpretation is an algorithm which applies supervised learning to the task of reconstructing tag-side B mesons at Belle II. In a hierarchal manner, the algorithm trains of order 200 Boosted Decision Trees, which are each tasked with the identification of…
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IML Machine Learning Working Group: POSTPONED
Tuesday 24 Jul/18 15:00 -18:00 (Europe/Zurich) IML Machine Learning Working Group: POSTPONED Agenda under development. If you like to present, please contact iml.coordinators@cern.ch constraining theory parameters with ML
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IML Machine Learning WG Meeting – Unsupervised Learning
Thursday 25 Aug/16 15:00 -17:30 (Europe/Zurich) IML Machine Learning WG Meeting – Unsupervised Learning
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IML Machine Learning Working Group: Open topic
Friday 30 Nov/18 15:00 -18:00 (Europe/Zurich) IML Machine Learning Working Group: Open topic Agenda under development. If you like to present, please contact iml.coordinators@cern.ch
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IML Machine Learning Working Group: trigger applications of ML
Thursday 13 Jul/17 15:00 -17:35 (Europe/Zurich) IML Machine Learning Working Group: trigger applications of ML