Trust Region

Intermediate

Restricting updates to safe regions.

Full Definition

Restricting updates to safe regions.

Keywords

bounded steps

Domains

Foundations & Theory

Related Terms

Constrained Optimization related to

Optimization under equality/inequality constraints.

 Lagrangian related to

Converts constrained problem to unconstrained form.

 Dual Problem related to

Alternative formulation providing bounds.

 Stochastic Approximation related to

Optimization under uncertainty.

 Local Minimum related to

Minimum relative to nearby points.

 Global Minimum related to

Lowest possible loss.

 Saddle Plateau related to

Flat high-dimensional regions slowing training.

 Line Search related to

Choosing step size along gradient direction.

Concept Map

See how Trust Region connects to other concepts.

Open Knowledge Graph