2 papers
cs.LG2026
TBDFiltering: Sample-Efficient Tree-Based Data Filtering
Robert Istvan Busa-Fekete, Julian Zimmert, Anne Xiangyi Zheng +2
The quality of machine learning models depends heavily on their training data. Selecting high-quality, diverse training sets for large language models (LLMs) is a difficult task, d…
stat.ML2025
A Scalable Crawling Algorithm Utilizing Noisy Change-Indicating Signals
Róbert Busa-Fekete, Julian Zimmert, András György +6
Web refresh crawling is the problem of keeping a cache of web pages fresh, that is, having the most recent copy available when a page is requested, given a limited bandwidth availa…