1854 search results - page 219 / 371 » On Kernel Methods for Relational Learning |
114
Voted
ACL
2010
15 years 1 months ago
2010
Lexicalized reordering models play a crucial role in phrase-based translation systems. They are usually learned from the word-aligned bilingual corpus by examining the reordering ...
134
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ALT
2007
Springer
15 years 9 months ago
2007
Springer
In transfer learning the aim is to solve new learning tasks using fewer examples by using information gained from solving related tasks. Existing transfer learning methods have be...
127
Voted
DAGM
2006
Springer
15 years 7 months ago
2006
Springer
Recognizing categories of articulated objects in real-world scenarios is a challenging problem for today's vision algorithms. Due to the large appearance changes and intra-cla...
113
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ACL
2003
15 years 5 months ago
2003
This paper presents a dependency language model (DLM) that captures linguistic constraints via a dependency structure, i.e., a set of probabilistic dependencies that express the r...
129
Voted
ECML
2005
Springer
15 years 9 months ago
2005
Springer
We present a method for transferring knowledge learned in one task to a related task. Our problem solvers employ reinforcement learning to acquire a model for one task. We then tra...