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DANCE Machine Learning Workshop 2020

3–7 Aug 2020
US/Pacific timezone

Organizers

Session

Interpretability and uncertainty estimation

6 Aug 2020, 08:15
https://lbnl.zoom.us/j/94735075450?pwd=a2U1RGZMODJnZ2xWWnFoc25nbDhuUT09

https://lbnl.zoom.us/j/94735075450?pwd=a2U1RGZMODJnZ2xWWnFoc25nbDhuUT09

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08:00
09:00
10:00
11:00
Daniel Whiteson
Mapping Machine-Learned Physics into a Human-Readable Space
https://lbnl.zoom.us/j/94735075450?pwd=a2U1RGZMODJnZ2xWWnFoc25nbDhuUT09
08:15 - 08:45
Shangning Xia et al.
PandaX-III, Investigation of possible features for the classification of signal and background with CNN
https://lbnl.zoom.us/j/94735075450?pwd=a2U1RGZMODJnZ2xWWnFoc25nbDhuUT09
08:45 - 09:00
Corey Adams
Machine learning for Neutrinoless Double Beta Decay in NEXT
https://lbnl.zoom.us/j/94735075450?pwd=a2U1RGZMODJnZ2xWWnFoc25nbDhuUT09
09:05 - 09:20
Igor Ostrovskiy
EXO Summary
https://lbnl.zoom.us/j/94735075450?pwd=a2U1RGZMODJnZ2xWWnFoc25nbDhuUT09
09:40 - 09:55
Seth Thibado
Towards Deep Neural Network Analysis of Xe137 Decays to the Excited state of Cs137 in EXO-200 Data
https://lbnl.zoom.us/j/94735075450?pwd=a2U1RGZMODJnZ2xWWnFoc25nbDhuUT09
10:00 - 10:10
Shaolei Li
Simulating scintillation signals in EXO-200 with GANs
https://lbnl.zoom.us/j/94735075450?pwd=a2U1RGZMODJnZ2xWWnFoc25nbDhuUT09
10:10 - 10:20
Room 1: Ensuring robustness to systematics
https://lbnl.zoom.us/j/94735075450?pwd=a2U1RGZMODJnZ2xWWnFoc25nbDhuUT09
11:00 - 11:30
Room 2: Quantifying uncertainties in inference
https://uasystem.zoom.us/j/92391291379?pwd=Uk5TNEVsT1BUVHVkd1ZIbTJpNGhWZz09
11:00 - 11:30
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