2363 search results - page 281 / 473 » Learning Algorithms for Domain Adaptation |
120
Voted
ATAL
2010
Springer
15 years 1 months ago
2010
Springer
A central problem in artificial intelligence is to choose actions to maximize reward in a partially observable, uncertain environment. To do so, we must learn an accurate model of ...
94
Voted
ICML
2006
IEEE
16 years 1 months ago
2006
IEEE
When given a small sample, we show that classification with SVM can be considerably enhanced by using a kernel function learned from the training data prior to discrimination. Thi...
95
Voted
JMLR
2002
15 years 9 days ago
2002
Lyapunov design methods are used widely in control engineering to design controllers that achieve qualitative objectives, such as stabilizing a system or maintaining a system'...
118
Voted
TKDE
2010
14 years 11 months ago
2010
—Probabilistic topic models were originally developed and utilised for document modeling and topic extraction in Information Retrieval. In this paper we describe a new approach f...
109
Voted
WWW
2008
ACM
16 years 1 months ago
2008
ACM
This paper presents a general framework for building classifiers that deal with short and sparse text & Web segments by making the most of hidden topics discovered from larges...