Scalable Graph Attention-based Instance Selection via Mini-Batch Sampling and Hierarchical Hashing

Zahiriddin Rustamov, Ayham Zaitouny, Nazar Zaki

Instance selection (IS) addresses the critical challenge of reducing dataset size while keeping informative characteristics, becoming increasingly important as datasets grow to mil…