1 citations · 2 across the 3 of their papers we have counts for
Showing cs.LGShow all
2 papers · 1 filter
cs.LG2026
The Speed-up Factor: A Quantitative Multi-Iteration Active Learning Performance Metric
Hannes Kath, Thiago S. Gouvêa, Daniel Sonntag
Machine learning models excel with abundant annotated data, but annotation is often costly and time-intensive. Active learning (AL) aims to improve the performance-to-annotation ra…
cs.LG2024★ 1 cited
A look under the hood of the Interactive Deep Learning Enterprise (No-IDLE)
Daniel Sonntag, Michael Barz, Thiago Gouvêa
This DFKI technical report presents the anatomy of the No-IDLE prototype system (funded by the German Federal Ministry of Education and Research) that provides not only basic and f…