Towards Faithful Data Selection: Statistical Limits and Scalable Algorithms
arXiv:2610.30442v1 Announce Type: new Abstract: What does it mean to have an optimal data selection algorithm? Optimality is conventionally framed as finding a subset that minimizes the population error of the classifier trained only on that subset. Our starting point in this work is first to show…
Read the full story at arXiv cs.LG ↗
Timeline · 1 report
- 2026-10-23 04:00 · arXiv cs.LG
Towards Faithful Data Selection: Statistical Limits and Scalable Algorithms