Prof-K: Probabilistic One-Pass Filtering for Efficient Top-k Selection
arXiv:2608.12573v2 Announce Type: replace Abstract: Top-k selection is a fundamental computational primitive with applications spanning databases, information retrieval, signal processing, and modern machine learning…