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Bandit Convex Optimisation
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Bandit Convex Optimisation

Book Details

Format Hardback or Cased Book
ISBN-10 1009607596
ISBN-13 9781009607599
Publisher Cambridge University Press
Imprint Cambridge University Press
Country of Manufacture GB
Country of Publication GB
Publication Date Mar 19th, 2026
Print length 280 Pages
Weight 552 grams
Dimensions 16.00 x 23.70 x 2.30 cms
Ksh 9,100.00
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This self-contained reference brings readers to the frontier of research on bandit convex optimization while presenting fundamental tools from convex optimization such as gradient-based algorithms, interior point methods and cutting plane methods.
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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