'Good similarity function' diaporamas de présentation

A Theory of Learning and Clustering via Similarity Functions

A Theory of Learning and Clustering via Similarity Functions. Maria-Florina Balcan. Carnegie Mellon University. Joint work with Avrim Blum and Santosh Vempala. 09/17/2007. K( , ). 2-Minute Version. Generic classification problem:. learn to distinguish men from women.

348 views • 34 slides

Features, Kernels, and Similarity functions

430 views • 31 slides

Learning with Similarity Functions

Learning with Similarity Functions. Maria-Florina Balcan & Avrim Blum CMU, CSD. Kernels and Similarity Functions. Kernels have become a powerful tool in ML. Useful in practice for dealing with many different kinds of data.

177 views • 16 slides