Category: Indico Event
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Machine learning the Universe: Opening the Pandora Box
Wednesday 6 Feb/19 15:30 -16:30 (Europe/Zurich) Machine learning the Universe: Opening the Pandora Box Scientists have always attempted to identify and document analytic laws that underlie physical phenomena in nature. The process of finding natural laws has always been a challenge that requires not only experimental data, but also theoretical intuition. Often times, these fundamental…
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CWP-ML Discussion Editing Session
Friday 19 May/17 15:00 -18:00 (Europe/Zurich) CWP-ML Discussion Editing Session
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IML LHC Machine Learning WG Meeting – Tools
Friday 4 Mar/16 14:00 -16:00 (Europe/Zurich) IML LHC Machine Learning WG Meeting – Tools
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How the machine learning conquers reconstruction in neutrino experiments
Wednesday 26 Jul/17 11:00 -12:00 (Europe/Zurich) How the machine learning conquers reconstruction in neutrino experiments An evolution from the purely algorithmic approaches towards the machine learning solutions started a few years ago in the neutrino experiments. Now, this process turns into a true boom, especially in the experiments based on the imaging technologies, such as…
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IML Machine Learning Working Group – Multiclass and Multiobjective Applications Meeting
Wednesday 18 Jan/17 15:00 -17:35 (Europe/Zurich) IML Machine Learning Working Group – Multiclass and Multiobjective Applications Meeting
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Tools for Reproducibility and Extensibility in Scientific Research
Wednesday 2 May/18 11:00 -12:00 (Europe/Zurich) Tools for Reproducibility and Extensibility in Scientific Research Open inquiry through reproducing results is fundamental to the scientific process. Contemporary research relies on software engineering pipelines to collect, process, and analyze data. The open source projects within Project Jupyter facilitate these objectives by bringing software engineering within the context…
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IML Machine Learning Working Group
Tuesday 2 Jun/20 15:00 -18:00 (Europe/Zurich) IML Machine Learning Working Group Agenda under development. If you like to present, please contact iml.coordinators@cern.ch . Meeting will be by video only on Zoom. Join Zoom Meeting https://cern.zoom.us/j/95911174216?pwd=aGc0T0cxamdhMDlaY3RubnhJTjRhZz09 Meeting ID: 959 1117 4216 Password: check email
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Application and development of advanced deep neural networks for high-granularity calorimeters.
Wednesday 29 Jan/20 11:00 -12:00 (Europe/Zurich) Application and development of advanced deep neural networks for high-granularity calorimeters. High-granularity calorimeters, in particular those providing also fine-grained lateral resolution, offer unique possibilities to resolve the development of individual particle showers, separate electromagnetic and hadronic contributions on a shower-by-shower basis and perform calorimeter-driven identification tasks. Furthermore, they can…
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Poincaré Embeddings for Learning Hierarchical Representations
Wednesday 28 Feb/18 11:00 -12:00 (Europe/Zurich) Poincaré Embeddings for Learning Hierarchical Representations Abstracts: Representation learning has become an invaluable approach for learning from symbolic data such as text and graphs. However, while complex symbolic datasets often exhibit a latent hierarchical structure, state-of-the-art methods typically do not account for this property. In this talk, I will…
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IML Machine Learning Working Group Meeting – Tools
Monday 24 Oct/16 15:00 -17:05 (Europe/Zurich) IML Machine Learning Working Group Meeting – Tools