530 search results - page 12 / 106 » Learning Bounds for Domain Adaptation |
84
Voted
NAACL
2010
14 years 10 months ago
2010
Current statistical parsers tend to perform well only on their training domain and nearby genres. While strong performance on a few related domains is sufficient for many situatio...
100
Voted
WCE
2007
15 years 1 months ago
2007
—In this paper, we analyze the bounds of the fixed common step-size parameter GMDFµ for the generalized multidelay adaptive filter (GMDF). Frequency domain adaptive filters are ...
138
Voted
IJRR
2010
14 years 9 months ago
2010
Over the last years, object detection has become a more and more active field of research in robotics. An important problem in object detection is the need for sufficient labeled ...
84
Voted
LREC
2010
15 years 1 months ago
2010
Statistical machine translation (SMT) requires a large parallel corpus, which is available only for restricted language pairs and domains. To expand the language pairs and domains...
114
Voted
FOCM
2007
15 years 10 days ago
2007
We consider the regression problem and describe an algorithm approximating the regression function by estimators piecewise constant on the elements of an adaptive partition. The pa...