2363 search results - page 54 / 473 » Learning Algorithms for Domain Adaptation |
107
Voted
ESANN
2003
15 years 4 months ago
2003
In this paper fully connected RTRL neural networks are studied. In order to learn dynamical behaviours of linear-processes or to predict time series, an autonomous learning algori...
129
Voted
ICML
2009
IEEE
16 years 3 months ago
2009
IEEE
In many real-world domains, undirected graphical models such as Markov random fields provide a more natural representation of the dependency structure than directed graphical mode...
119
Voted
GLOBECOM
2010
IEEE
15 years 21 days ago
2010
IEEE
Machine learning algorithms have recently attracted much interest for effective link adaptation due to their flexibility and ability to capture more environmental effects implicitl...
132
click to vote
CRV
2009
IEEE
15 years 9 months ago
2009
IEEE
In this paper we introduce the concept and method for adaptively tuning the model complexity in an online manner as more examples become available. Challenging classification pro...
126
Voted
WWW
2005
ACM
16 years 3 months ago
2005
ACM
This paper is concerned with the problem of definition search. Specifically, given a term, we are to retrieve definitional excerpts of the term and rank the extracted excerpts acc...