A prediction-augmented data structure for incremental SCC maintenance achieves near-optimal update times with accurate edge-order predictions and degrades smoothly with prediction error.
Faster matchings via learned duals
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Incremental Strongly Connected Components with Predictions
A prediction-augmented data structure for incremental SCC maintenance achieves near-optimal update times with accurate edge-order predictions and degrades smoothly with prediction error.