04:00
2026-08-14
arxiv.org
machine-learning
Prof-K: Probabilistic One-Pass Filtering for Efficient Top-k Selection
Researchers introduced Prof-K, a probabilistic one-pass filtering algorithm for top-k selection that guarantees correctness with probability at least 1 - Ξ΅, achieving 1.5x-10x speedups over PyTorch toβ¦