The Analysis of Patterns, Erice 2005

On-line linear learning algorithms

author: Nicolò Cesa-Bianchi, University of Milan
published: Feb. 25, 2007, recorded: November 2005, views: 6319

Slides

Report a problem or upload files

If you have found a problem with this lecture or would like to send us extra material, articles, exercises, etc., please use our ticket system to describe your request and upload the data.
Enter your e-mail into the 'Cc' field, and we will keep you updated with your request's status.

Lecture popularity: You need to login to cast your vote.

Watch videos: (click on thumbnail to launch)

Part 1 45:20

!NOW PLAYING

Part 2 1:23:00

!NOW PLAYING

Description

Prediction with expert advice. Learning with linear experts. The Perceptron algorithm and its extensions. On-line learning with kernels. Mistake bounds. From mistake bounds to risk bounds.

Link this page

Would you like to put a link to this lecture on your homepage?
Go ahead! Copy the HTML snippet !

Write your own review or comment:

Comment:
Name:
Email address:
URL:

make sure you have javascript enabled or clear this field: