learning-augmented-algorithms

Risk- and recoverability-aware online replanning in partially observed, dynamically changing environments.

Fast video image segmentation using warm-start graph cuts. Reuses previous max-flow solutions to reduce computation and improve performance on image sequences.

[NeurIPS'26] Learning-Augmented Approximation for Unrelated-Machines Makespan Scheduling

LAFC-Evict: counterfactual supervision dataset and benchmark for learned cache eviction

Experiments for 'Bandits with Untrusted Change-Time Forecasts'

Online conformal prediction with untrusted shift forecasts: reproducibility code

Learning-augmented cache eviction research: decision-aligned eviction-value prediction, evaluated against classical and learned baselines. Companion code for a Knowledge-Based Systems manuscript (second-round revision).