Search Sciweavers | Sciweavers

1719 search results - page 15 / 344

» Supervised Dictionary Learning

click to vote

ICML
2008
IEEE

126views Machine Learning» more ICML 2008»

An empirical evaluation of supervised learning in high dimensions

15 years 10 months ago

Download www.cs.cornell.edu

In this paper we perform an empirical evaluation of supervised learning on highdimensional data. We evaluate performance on three metrics: accuracy, AUC, and squared loss and stud...

Rich Caruana, Nikolaos Karampatziakis, Ainur Yesse...

claim paper

Read More »

click to vote

ICML
2009
IEEE

166views Machine Learning» more ICML 2009»

Optimal reverse prediction: a unified perspective on supervised, unsupervised and semi-supervised learning

15 years 10 months ago

Download www.cs.uwaterloo.ca

Training principles for unsupervised learning are often derived from motivations that appear to be independent of supervised learning. In this paper we present a simple unificatio...

Linli Xu, Martha White, Dale Schuurmans

claim paper

Read More »

click to vote

JACIII
2007

46views more JACIII 2007»

An Incremental Neural Network for Online Supervised Learning and Topology Learning

14 years 9 months ago

Download www.fujipress.jp

Youki Kamiya, Shen Furao, Osamu Hasegawa

claim paper

Read More »