SEP 4, 2026 · PREPRINT
Learning-Augmented Algorithms: Guarantees, Construction Mechanisms, and System-Level Implications
arXiv
A survey and synthesis of learning-augmented algorithms that raises questions about construction mechanisms and formal guarantees rather than testing empirical claims on a specific clinical or operational problem.