Snowmass Computational Frontier Workshop

Session

CompF3: Machine Learning

10 Aug 2020, 14:00

Conveners

CompF3: Machine Learning

• Kazuhiro Terao (SLAC National Accelerator Laboratory)
• Phiala Shanahan (Massachusetts Institute of Technology)
• Kazuhiro Terao ()
• Daniel Whiteson (UC Irvine)

CompF3: Machine Learning

• Daniel Whiteson (UC Irvine)
• Kazuhiro Terao ()
• Phiala Shanahan (Massachusetts Institute of Technology)
• Kazuhiro Terao (SLAC National Accelerator Laboratory)

Contribution list Timetable

30. Introduction

Daniel Whiteson (UC Irvine), Kazuhiro Terao (SLAC National Accelerator Laboratory), Phiala Shanahan (Massachusetts Institute of Technology)

10/08/2020, 14:00

31. Particle-Physics-Specific ML

Patrick Komiske (MIT)

10/08/2020, 14:15

32. Interface between Simulation and ML

Anja Butter

10/08/2020, 14:40

33. Interpretability and Validation of ML models

Andrew Larkoski (MIT)

10/08/2020, 15:05

34. Community tools and standards for ML work

Daniel Guest

11/08/2020, 12:00

35. Resource needs and management

Javier Duarte (University of California San Diego), Javier Duarte

11/08/2020, 12:30

36. Education and engagement of ML skills

Savannah Thais (Yale University)

11/08/2020, 13:00