1476 search results - page 149 / 296 » Robust constraint-consistent learning |
124
click to vote
NIPS
2008
15 years 3 months ago
2008
The stochastic approximation method is behind the solution to many important, actively-studied problems in machine learning. Despite its farreaching application, there is almost n...
121
click to vote
ICML
2010
IEEE
15 years 3 months ago
2010
IEEE
We propose a new dimensionality reduction method, the elastic embedding (EE), that optimises an intuitive, nonlinear objective function of the low-dimensional coordinates of the d...
146
click to vote
JMLR
2006
15 years 2 months ago
2006
While methods for comparing two learning algorithms on a single data set have been scrutinized for quite some time already, the issue of statistical tests for comparisons of more ...
136
Voted
INTERSPEECH
2010
14 years 9 months ago
2010
This overview article reviews the structure of a fully statistical spoken dialogue system (SDS), using as illustration, various systems and components built at Cambridge over the ...
110
click to vote
ATAL
2005
Springer
15 years 8 months ago
2005
Springer
Robust sequence prediction is an essential component of an intelligent agent acting in a dynamic world. We consider the case of near-future event prediction by an online learning ...