Search Sciweavers | Sciweavers

2681 search results - page 1 / 537

» Learning to learn with the informative vector machine

Voted

ICML
2004
IEEE

131views Machine Learning» more ICML 2004»

Learning to learn with the informative vector machine

15 years 5 months ago

Download eprints.pascal-network.org

This paper describes an ecient method for learning the parameters of a Gaussian process (GP). The parameters are learned from multiple tasks which are assumed to have been drawn ...

Neil D. Lawrence, John C. Platt

claim paper

Read More »

103

Voted

DSMML
2004
Springer

127views Machine Learning» more DSMML 2004»

Extensions of the Informative Vector Machine

15 years 5 months ago

Download www.cs.berkeley.edu

The informative vector machine (IVM) is a practical method for Gaussian process regression and classiﬁcation. The IVM produces a sparse approximation to a Gaussian process by com...

Neil D. Lawrence, John C. Platt, Michael I. Jordan

claim paper

Read More »

158

click to vote

COLT
2006
Springer

235views Machine Learning» more COLT 2006»

Learning Bounds for Support Vector Machines with Learned Kernels

15 years 3 months ago

Download www.cs.nyu.edu

Nathan Srebro, Shai Ben-David

claim paper