Optimization for Data Analysis
portes grátis
Optimization for Data Analysis
Wright, Stephen J.; Recht, Benjamin
Cambridge University Press
04/2022
238
Dura
Inglês
9781316518984
15 a 20 dias
450
Descrição não disponível.
- 1. Introduction
- 2. Foundations of smooth optimization
- 3. Descent methods
- 4. Gradient methods using momentum
- 5. Stochastic gradient
- 6. Coordinate descent
- 7. First-order methods for constrained optimization
- 8. Nonsmooth functions and subgradients
- 9. Nonsmooth optimization methods
- 10. Duality and algorithms
- 11. Differentiation and adjoints.
- 2. Foundations of smooth optimization
- 3. Descent methods
- 4. Gradient methods using momentum
- 5. Stochastic gradient
- 6. Coordinate descent
- 7. First-order methods for constrained optimization
- 8. Nonsmooth functions and subgradients
- 9. Nonsmooth optimization methods
- 10. Duality and algorithms
- 11. Differentiation and adjoints.
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
- 1. Introduction
- 2. Foundations of smooth optimization
- 3. Descent methods
- 4. Gradient methods using momentum
- 5. Stochastic gradient
- 6. Coordinate descent
- 7. First-order methods for constrained optimization
- 8. Nonsmooth functions and subgradients
- 9. Nonsmooth optimization methods
- 10. Duality and algorithms
- 11. Differentiation and adjoints.
- 2. Foundations of smooth optimization
- 3. Descent methods
- 4. Gradient methods using momentum
- 5. Stochastic gradient
- 6. Coordinate descent
- 7. First-order methods for constrained optimization
- 8. Nonsmooth functions and subgradients
- 9. Nonsmooth optimization methods
- 10. Duality and algorithms
- 11. Differentiation and adjoints.
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
