Snowmass Computational Frontier Workshop

Session

CompF3: Machine Learning

Aug 10, 2020, 2:00 PM

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)

8/10/20, 2:00 PM

31. Particle-Physics-Specific ML

Patrick Komiske (MIT)

8/10/20, 2:15 PM

32. Interface between Simulation and ML

Anja Butter

8/10/20, 2:40 PM

33. Interpretability and Validation of ML models

Andrew Larkoski (MIT)

8/10/20, 3:05 PM

34. Community tools and standards for ML work

Daniel Guest

8/11/20, 12:00 PM

35. Resource needs and management

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

8/11/20, 12:30 PM

36. Education and engagement of ML skills

Savannah Thais (Yale University)

8/11/20, 1:00 PM