gradient method उदाहरण वाक्य

उदाहरण वाक्य

1. Proximal gradient methods offer a general framework for solving regularization problems from statistical learning theory with penalties that are tailored to a specific problem application.
2. If the Schur complement system is ill-conditioned, preconditioners can be employed to improve the speed of convergence of the underlying gradient method.
3. The Bregman-Lagrangian framework permits a systematic understanding of the matching rates associated with higher-order gradient methods in discrete and continuous time.
4. Iterative methods such as the Jacobi method, Gauss Seidel method, successive over-relaxation and conjugate gradient method are usually preferred for large systems.
5. Examples of popular preconditioned iterative methods for linear systems include the preconditioned conjugate gradient method, the biconjugate gradient method, and generalized minimal residual method.
6. Examples of popular preconditioned iterative methods for linear systems include the preconditioned conjugate gradient method, the biconjugate gradient method, and generalized minimal residual method.
7. An autoencoder is often trained using one of the many variants of backpropagation ( such as conjugate gradient method, steepest descent, etc . ).
8. So, we instead use the matrix M = LU as a preconditioner in another iterative solution algorithm such as the conjugate gradient method or GMRES.
9. Reason : " conditional gradient method " is the term used by Levitin & Polyak ( 1966 ) and others for the Frank-Wolfe algorithm.
10. There have been numerous developments within the past decade in convex optimization techniques which have influenced the application of proximal gradient methods in statistical learning theory.