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2025 ICML ICML 2025

Instance-Optimal Pure Exploration for Linear Bandits on Continuous Arms

Abstract

No abstract available. No abstract was captured for this paper when its proceedings were scraped - most often an older edition published without one online. How the corpus is built.

🌉 Interdisciplinary Bridge - Artificial Intelligence and Mathematics & Optimization

Authors

Sho Takemori, Yuhei Umeda, Aditya Gopalan

Topics

Machine Learning > Optimization & Theory > Optimization Mathematics & Optimization > Optimization > Continuous Optimization Mathematics & Optimization > Optimization > Online Algorithms

Keywords

linear bandit quadratic problem projected sub-gradient descent reparametrization carathéodory problem epsilon-optimal arm
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