Alternating Direction Method of Multipliers for Machine Learning
portes grátis
Alternating Direction Method of Multipliers for Machine Learning
Lin, Zhouchen; Fang, Cong; Li, Huan
Springer Verlag, Singapore
06/2022
263
Dura
Inglês
9789811698392
15 a 20 dias
600
Descrição não disponível.
Chapter 1. Introduction.- Chapter 2. Derivations of ADMM.- Chapter 3. ADMM for Deterministic and Convex Optimization.- Chapter 4. ADMM for Nonconvex Optimization.- Chapter 5. ADMM for Stochastic Optimization.- Chapter 6. ADMM for Distributed Optimization.- Chapter 7. Practical Issues and Conclusions.
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Alternating Direction Method of Multipliers;Lagrange Multiplier Method;Constrained Optimization;First-Order Optimization;Operator Splitting
Chapter 1. Introduction.- Chapter 2. Derivations of ADMM.- Chapter 3. ADMM for Deterministic and Convex Optimization.- Chapter 4. ADMM for Nonconvex Optimization.- Chapter 5. ADMM for Stochastic Optimization.- Chapter 6. ADMM for Distributed Optimization.- Chapter 7. Practical Issues and Conclusions.
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
