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A regression approach to learning-augmented online algorithms

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2026 1

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Optimal Learning-Augmented Algorithm for Online Bidding

cs.DS · 2026-05-08 · unverdicted · novelty 7.0

A Pareto-optimal randomized learning-augmented algorithm for online bidding is obtained by reducing any algorithm to a bidding profile whose optimal form is characterized by a system of delayed differential equations.

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  • Optimal Learning-Augmented Algorithm for Online Bidding cs.DS · 2026-05-08 · unverdicted · none · ref 3

    A Pareto-optimal randomized learning-augmented algorithm for online bidding is obtained by reducing any algorithm to a bidding profile whose optimal form is characterized by a system of delayed differential equations.