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
Product Classification:
OptimizationMachine learningPattern recognition
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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