Nicolò Cesa-Bianchi

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Natural Language Processing (1)Recommendation & Information Retrieval (1)Training Efficiency & Optimization (1)

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Andrew Jacobsen (1)Dorian Baudry (1)Shinji Ito (1)

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Mar 30, 2026

Andrew Jacobsen +32d ago

A Perturbation Approach to Unconstrained Linear Bandits

Unconstrained bandit linear optimization can be surprisingly reduced to standard online linear optimization using a perturbation approach, unlocking new regret guarantees and high-probability bounds.

Andrew Jacobsen, Dorian Baudry, Shinji Ito +1

Natural Language Processing Recommendation & Information Retrieval Training Efficiency & Optimization

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Nicolò Cesa-Bianchi

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)