Search Sciweavers | Sciweavers

3236 search results - page 27 / 648

» Active kernel learning

click to vote

ICML
2004
IEEE

189views Machine Learning» more ICML 2004»

Learning a kernel matrix for nonlinear dimensionality reduction

14 years 24 days ago

Download www-rcf.usc.edu

We investigate how to learn a kernel matrix for high dimensional data that lies on or near a low dimensional manifold. Noting that the kernel matrix implicitly maps the data into ...

Kilian Q. Weinberger, Fei Sha, Lawrence K. Saul

claim paper

Read More »

click to vote

ML
2006
ACM

121views Machine Learning» more ML 2006»

Model-based transductive learning of the kernel matrix

13 years 7 months ago

Download www.cs.ust.hk

This paper addresses the problem of transductive learning of the kernel matrix from a probabilistic perspective. We define the kernel matrix as a Wishart process prior and construc...

Zhihua Zhang, James T. Kwok, Dit-Yan Yeung

claim paper

Read More »

click to vote

KDD
2005
ACM

143views Data Mining» more KDD 2005»

SVM selective sampling for ranking with application to data retrieval

14 years 7 months ago

Download hwanjoyu.org

Learning ranking (or preference) functions has been a major issue in the machine learning community and has produced many applications in information retrieval. SVMs (Support Vect...

Hwanjo Yu

claim paper

Read More »

click to vote

IPPS
2000
IEEE

85views Distributed And Parallel Com...» more IPPS 2000»

Integrating Kernel Activations in a Multithreaded Runtime System on Top of LINUX

13 years 11 months ago