Conditional Gradient Methods: From Core Principles to AI Applications offers a definitive and modern treatment of one of the most elegant and versatile algorithmic families in optimization: the Frank-Wolfe method and its many variants. Originally proposed in the 1950s, these projection-free techniques have seen a powerful resurgence, now playing a central role in machine learning, signal processing, and large-scale data science. This comprehensive monograph unites deep theoretical insights with practical considerations, ... Read More
Conditional Gradient Methods: From Core Principles to AI Applications offers a definitive and modern treatment of one of the most elegant and versatile algorithmic families in optimization: the Frank-Wolfe method and its many variants. Originally proposed in the 1950s, these projection-free techniques have seen a powerful resurgence, now playing a central role in machine learning, signal processing, and large-scale data science. This comprehensive monograph unites deep theoretical insights with practical considerations, guiding readers through the foundations of constrained optimization and into cutting-edge territory, including stochastic, online, and distributed settings. With a clear narrative, rigorous proofs, and illuminating illustrations, the book demystifies adaptive variants, away-steps, and the nuances of dealing with structured convex sets. A FrankWolfe.jl Julia package that implements most of the algorithms in the book is available on a supplementary website. Read Less
Add this copy of Conditional Gradient Methods to cart. $76.19, like new condition, Sold by Books2anywhere rated 5.0 out of 5 stars, ships from Fairford, GLOUCESTERSHIRE, UNITED KINGDOM, published 2025 by John Wiley & Sons.
Edition:
2025, Society for Industrial & Applied Mathematics,U.S.
Publisher:
Society for Industrial & Applied Mathematics,U.S.
Published:
12/15/2025 12: 00: 00 AM
Language:
English
Alibris ID:
18967006643
Shipping Options:
Standard Shipping: $4.86
Choose your shipping method in Checkout. Costs may vary based on destination.
Seller's Description:
Fine. PLEASE NOTE, WE DO NOT SHIP TO DENMARK. Used-Like New Book. Shipped from UK in 4 to 14 days. Established seller since 2000. Please note we cannot offer an expedited shipping service from the UK.
Add this copy of Conditional Gradient Methods to cart. $76.97, new condition, Sold by Books2anywhere rated 5.0 out of 5 stars, ships from Fairford, GLOUCESTERSHIRE, UNITED KINGDOM, published 2025 by John Wiley & Sons.
Edition:
2025, Society for Industrial & Applied Mathematics,U.S.
Publisher:
Society for Industrial & Applied Mathematics,U.S.
Published:
12/15/2025 12: 00: 00 AM
Language:
English
Alibris ID:
18957888912
Shipping Options:
Standard Shipping: $4.86
Choose your shipping method in Checkout. Costs may vary based on destination.
Seller's Description:
PLEASE NOTE, WE DO NOT SHIP TO DENMARK. New Book. Shipped from UK in 4 to 14 days. Established seller since 2000. Please note we cannot offer an expedited shipping service from the UK.
Add this copy of Conditional Gradient Methods: From Core Principles to to cart. $118.62, new condition, Sold by Kennys.ie rated 5.0 out of 5 stars, ships from Galway, IRELAND, published 2025 by Society for Industrial & Applied Mathematics,U.S..
Edition:
2025, Society for Industrial & Applied Mathematics,U.S.
Add this copy of Conditional Gradient Methods: From Core Principles to to cart. $92.42, new condition, Sold by Booksplease rated 4.0 out of 5 stars, ships from Southport, MERSEYSIDE, UNITED KINGDOM, published 2025 by Society for Industrial & Applied Mathematics,U.S..
Edition:
2025, Society for Industrial & Applied Mathematics,U.S.
