DANCE Machine Learning Workshop 2020

Session

Interpretability and uncertainty estimation

6 Aug 2020, 08:15

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

Contribution list Timetable

24. Mapping Machine-Learned Physics into a Human-Readable Space

Daniel Whiteson

06/08/2020, 08:15

26. PandaX-III, Investigation of possible features for the classification of signal and background with CNN

Shangning Xia, Shaobo Wang, Suizhi Huang

06/08/2020, 08:45

25. Machine learning for Neutrinoless Double Beta Decay in NEXT

Corey Adams (Argonne National Laboratory)

06/08/2020, 09:05

28. EXO Summary

Igor Ostrovskiy

06/08/2020, 09:40

27. Towards Deep Neural Network Analysis of Xe137 Decays to the Excited state of Cs137 in EXO-200 Data

Seth Thibado (University of Massechusetts)

06/08/2020, 10:00

29. Simulating scintillation signals in EXO-200 with GANs

Shaolei Li (University of Illinois at Urbana-Champaign)

06/08/2020, 10:10

44. Room 1: Ensuring robustness to systematics

06/08/2020, 11:00

45. Room 2: Quantifying uncertainties in inference

06/08/2020, 11:00

46. Discussion topic 3