File:NTK evolution.gif

Original file ‎(900 × 600 pixels, file size: 3.96 MB, MIME type: image/gif, looped, 116 frames, 4.6 s)

Captions

English

Add a one-line explanation of what this file represents

DescriptionNTK evolution.gif	English: At initialization, an ensemble of wide neural networks is a zero-mean Gaussian process; during training (gradient descent on mean-square error), the ensemble evolves according to the neural tangent kernel. The converged ensemble is a Gaussian process whose mean is the ridgeless kernel regression estimator and whose variance vanishes on the training points.
Date	29 April 2023
Source	Own work
Author	Dkarkada

I, the copyright holder of this work, hereby publish it under the following license:

You are free:

Under the following conditions:

attribution – You must give appropriate credit, provide a link to the license, and indicate if changes were made. You may do so in any reasonable manner, but not in any way that suggests the licensor endorses you or your use.
share alike – If you remix, transform, or build upon the material, you must distribute your contributions under the same or compatible license as the original.

Click on a date/time to view the file as it appeared at that time.

	Date/Time	Dimensions	User	Comment
current	17:15, 8 May 2023	900 × 600 (3.96 MB)	Dkarkada (talk \| contribs)	change xaxis label
	05:23, 3 May 2023	900 × 600 (3.94 MB)	Dkarkada (talk \| contribs)	clarified NTK curve in the legend
	05:14, 3 May 2023	900 × 600 (3.74 MB)	Dkarkada (talk \| contribs)	Uploaded while editing "Neural tangent kernel" on en.wikipedia.org

You cannot overwrite this file.

There are no pages that use this file.

The following other wikis use this file: