Alternating Direction Method of Multipliers for Machine Learning
2022 ed.
Book Details
Format
Hardback or Cased Book
ISBN-10
9811698392
ISBN-13
9789811698392
Edition
2022 ed.
Publisher
Springer Verlag, Singapore
Imprint
Springer Verlag, Singapore
Country of Manufacture
GB
Country of Publication
GB
Publication Date
Jun 16th, 2022
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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