Jump to ContentJump to Main Navigation

You are looking at 1-2 of 2 items

  • Keywords: semisupervised learning x
Clear All Modify Search

View:

Semisupervised Learning for Machine Translation

Nicola Ueffing, Gholamreza Haffari, and Anoop Sarkar

in Learning Machine Translation

Published in print:
2008
Published Online:
August 2013
ISBN:
9780262072977
eISBN:
9780262255097
Item type:
chapter
Publisher:
The MIT Press
DOI:
10.7551/mitpress/9780262072977.003.0012
Subject:
Computer Science, Machine Learning

This chapter proposes algorithms for semisupervised learning. It translates sentences from the source language and then uses them to retrain the statistical machine translation (SMT) system in the ... More


On Bayesian Transduction: Implications for the Covariate Shift Problem

Kai Hansen Lars

in Dataset Shift in Machine Learning

Published in print:
2008
Published Online:
August 2013
ISBN:
9780262170055
eISBN:
9780262255103
Item type:
chapter
Publisher:
The MIT Press
DOI:
10.7551/mitpress/9780262170055.003.0004
Subject:
Computer Science, Machine Learning

This chapter analyzes Bayesian supervised learning with extensions to semisupervised learning, and learning with covariate or dataset shift. The main result is an expression for the generalization ... More


View: