Overview
Schedule at a Glance
The workshop is structured to maximize collaboration and productive discussion
Day 1 - Monday, March 9
Welcome and Introduction
- Opening remarks and workshop goals
- State of transient classification
- Defining the benchmark scope
Day 2 - Tuesday, March 10
Data and Methods
- Survey data contributions
- ML approaches and baselines
- Working group sessions
Day 3 - Wednesday, March 11
Evaluation and Standards
- Metrics and evaluation protocols
- Taxonomy discussions
- Hands-on data sessions
Day 4 - Thursday, March 12
Synthesis and Planning
- Working group reports
- Roadmap development
- Closing and next steps
