Bandit Convex Optimisation - Tor Lattimore

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Bandit Convex Optimisation

By: Tor Lattimore

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Hardcover | 19 March 2026

At a Glance

Hardcover
280 Pages

Dimensions(cm)
16.0 x 23.7 x 2.3

Hardcover

RRP $99.95

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This comprehensive reference brings readers to the frontier of research on bandit convex optimization or zeroth-order convex optimization. The focus is on theoretical aspects, with short, self-contained chapters covering all the necessary tools from convex optimization and online learning, including gradient-based algorithms, interior point methods, cutting plane methods and information-theoretic machinery. The book features a large number of exercises, open problems and pointers to future research directions, making it ideal for students as well as researchers.

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