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Learning Augmented Exact Exponential Algorithms

Machine-learned predictions augment exact exponential subset-selection algorithms, reducing search space and runtime smoothly with prediction quality under weak independence or unknown-accuracy settings.

Tatiana Belova, Yuriy Dementiev, Danil Sagunov

Sydney Poster Session 4, Wed, Dec 9, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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AI panel: 9 of 20 reviewers recommend it
lenient 4/5
medium 3/10
strict 2/5