Saddle Plateau Intermediate

Saddle Plateau

Intermediate

Flat high-dimensional regions slowing training.

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Definition

Full Definition

Flat high-dimensional regions slowing training.

Keywords

flat region

Domains

Foundations & Theory

Related Terms

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Choosing step size along gradient direction.

 Trust Region related to

Restricting updates to safe regions.

 Constrained Optimization related to

Optimization under equality/inequality constraints.

 Lagrangian related to

Converts constrained problem to unconstrained form.

 NLP related to

AI subfield dealing with understanding and generating human language, including syntax, semantics, and pragmatics.

 Objective Surface related to

Visualization of optimization landscape.

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Minimum relative to nearby points.

 Global Minimum related to

Lowest possible loss.

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