3411 search results - page 129 / 683 » Adaptive Transfer Learning |
110
Voted
DIS
2006
Springer
15 years 7 months ago
2006
Springer
We study the combination of Kalman filter and a recently proposed algorithm for dynamically maintaining a sliding window, for learning from streams of examples. We integrate this i...
152
Voted
ICDM
2005
IEEE
15 years 9 months ago
2005
IEEE
The problem of record linkage focuses on determining whether two object descriptions refer to the same underlying entity. Addressing this problem effectively has many practical ap...
134
Voted
ICDAR
2009
IEEE
15 years 10 months ago
2009
IEEE
Writer independent handwriting recognition systems are limited in their accuracy, primarily due the large variations in writing styles of most characters. Samples from a single ch...
140
Voted
ICDM
2006
IEEE
15 years 9 months ago
2006
IEEE
Many information integration tasks require computing similarity between pairs of objects. Pairwise similarity computations are particularly important in record linkage systems, as...
150
Voted
NIPS
2007
15 years 5 months ago
2007
Empirical risk minimization offers well-known learning guarantees when training and test data come from the same domain. In the real world, though, we often wish to adapt a classi...