2026
ATLAS: Alibaba Dataset and Benchmark for Learning-Augmented Scheduling
ICLR 2026poster
Learning-augmented scheduling uses ML predictions to improve decision-making under uncertainty. Many algorithms in this class have been proposed with better theoretical guarantees than the classic methods. Translating these theoretical results into practice, however, requires an understanding of rea…