1553 search results - page 8 / 311 » Agnostic Domain Adaptation |
81
Voted
AH
2006
Springer
15 years 1 months ago
2006
Springer
Adaptive Hypermedia is utilised in several domains, such as eLearning and professional training, where there is a growing movement towards the use of cognitively richer and more `a...
92
Voted
ICCV
2011
IEEE
13 years 9 months ago
2011
IEEE
Adapting the classifier trained on a source domain to recognize instances from a new target domain is an important problem that is receiving recent attention. In this paper, we p...
ACL
2012
12 years 12 months ago
2012
Statistical machine translation is often faced with the problem of combining training data from many diverse sources into a single translation model which then has to translate se...
134
click to vote
SIGMOD
2008
ACM
15 years 9 months ago
2008
ACM
Domain adaptation refers to the process of adapting an extraction model trained in one domain to another related domain with only unlabeled data. We present a brief survey of exis...
71
Voted
ALT
2009
Springer
15 years 25 days ago
2009
Springer
Domain adaptation is a fundamental learning problem where one wishes to use labeled data from one or several source domains to learn a hypothesis performing well on a different, y...