Function class complexity and cluster structure with applications to transduction
published: June 3, 2010, recorded: May 2010, views: 3342
Report a problem or upload filesIf 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.
We relate function class complexity to structure in the function domain. This facilitates risk analysis relative to cluster structure in the input space which is particularly effective in semi-supervised learning. In particular we quantify the complexity of function classes defined over a graph in terms of the graph structure.
Link this pageWould you like to put a link to this lecture on your homepage?
Go ahead! Copy the HTML snippet !