DANCE Machine Learning Workshop 2020

Session

Interpretability and uncertainty estimation

Aug 6, 2020, 8:15 AM

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

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

Daniel Whiteson

8/6/20, 8:15 AM

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

Shangning Xia, Shaobo Wang, Suizhi Huang

8/6/20, 8:45 AM

25. Machine learning for Neutrinoless Double Beta Decay in NEXT

Corey Adams (Argonne National Laboratory)

8/6/20, 9:05 AM

28. EXO Summary

Igor Ostrovskiy

8/6/20, 9:40 AM

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

Seth Thibado (University of Massechusetts)

8/6/20, 10:00 AM

29. Simulating scintillation signals in EXO-200 with GANs

Shaolei Li (University of Illinois at Urbana-Champaign)

8/6/20, 10:10 AM

44. Room 1: Ensuring robustness to systematics

8/6/20, 11:00 AM

45. Room 2: Quantifying uncertainties in inference

8/6/20, 11:00 AM

46. Discussion topic 3