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Toward Optimal Regret in Robust Pricing: Decoupling Corruption and Time

A robust binary-search pricing algorithm achieves regret scaling additively with corruption and logarithmically with time, resolving the open decoupling problem.

Kalana K Kalupahana, Francesco Emanuele Stradi, Matteo Castiglioni, Alberto Marchesi

Paris Poster Session 2, Wed, Dec 9, 5:00 PM–7:00 PM, Paris Poster Hall · Published 2026

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AI panel: 11 of 20 reviewers recommend it
lenient 5/5
medium 4/10
strict 2/5