CERN openlab Machine Learning and Data Analytics workshop
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Europe/Zurich
31/3-004 - IT Amphitheatre (CERN)
Maria Girone
(CERN)
Description
The goal of this workshop on Machine Learning and Data Analytics is to share ongoing activities and future challenges between industry and the HEP community. The morning will be devoted to the research community to present their challenges and potential applications for machine learning techniques, while the afternoon will be dedicated to input and opportunities to report on advancements. A panel with experts will conclude the day, giving an opportunity for in-depth discussions.
Registration
Participants
Webcast
There is a live webcast for this event
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09:00
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09:10
Welcome and Goals of the workshop
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09:10
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10:30
LHC experiments: Ongoing Projects and Future Challenges
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09:10
CMS: ML and DA Challenges 45mSpeaker: Dr Jean-Roch Vlimant (California Institute of Technology (US))
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09:55
LHCb: ML and DA Challenges 30mSpeaker: Andrey Ustyuzhanin (Yandex School of Data Analysis (RU))
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09:10
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10:30
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11:00
Networking Coffee 30m
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11:00
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12:15
LHC experiments: Ongoing Projects and Future Challenges
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11:00
ATLAS: ML and DA Challenges 45mSpeaker: David Rousseau (LAL-Orsay, FR)
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11:45
ALICE: ML and DA Challenges 30mSpeaker: Michele Floris (CERN)
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11:00
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12:15
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12:35
Challenges for Industrial Control Systems 20mSpeaker: Filippo Maria Tilaro (CERN)
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12:35
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13:30
Lunch Break 55m
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13:30
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16:50
Presentations from Industry and Feedback
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13:30
Machine Learning and Data Analytics at Intel 20mSpeaker: Marie-Christine Sawley (Intel)
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13:50
Machine Learning and Data Analytics at Cloudera 20mSpeaker: Tom White (Cloudera)
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14:10
Machine Learning and Data Analytics at Siemens 20mSpeaker: Volker Tresp (Siemens)
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14:30
Machine Learning and Data Analytics at IBM 20mSpeaker: Costas Bekas (IBM)
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14:50
Networking coffee 30m
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15:20
Machine Learning and Data Analytics at Google 20mSpeaker: Alex Osterloh (Google)
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15:40
Machine Learning and Data Analytics at Microsoft 20mSpeaker: Alexandre Gattiker (Microsoft)
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16:00
Machine Learning and Data Analytics at Cisco 20mSpeaker: Enzo Fenoglio (Cisco)
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16:20
Machine Learning and Data Analytics at Yandex 20mSpeaker: Andrey Ustyuzhanin (Yandex School of Data Analysis (RU))
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16:40
Machine Learning and Data analytics at Nvidia 10mSpeaker: Messmer Peter (Nvidia)
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13:30
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16:50
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17:30
Panel Discussion and Wrap-up
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09:00
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09:10