Alternating Direction Method of Multipliers for Machine Learning
2022 ed.
Book Details
Format
Paperback / Softback
ISBN-10
9811698422
ISBN-13
9789811698422
Edition
2022 ed.
Publisher
Springer Verlag, Singapore
Imprint
Springer Verlag, Singapore
Country of Manufacture
GB
Country of Publication
GB
Publication Date
Jun 17th, 2023
Print length
263 Pages
Product Classification:
Numerical analysisOptimizationMathematical theory of computationMachine learning
AI Summary
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Written by experts in machine learning and optimization, this is the first book providing a state-of-the-art review on ADMM under various scenarios, including deterministic and convex optimization, nonconvex optimization, stochastic optimization, and distributed optimization.
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