1454 search results - page 126 / 291 » Learning and Extending Sublanguages |
117
Voted
JMLR
2010
14 years 10 months ago
2010
In this paper, we introduce an assumption which makes it possible to extend the learning ability of discriminative model to unsupervised setting. We propose an informationtheoreti...
263
Voted
DAGM
2011
Springer
14 years 3 months ago
2011
Springer
The supervised learning paradigm assumes in general that both training and test data are sampled from the same distribution. When this assumption is violated, we are in the setting...
117
Voted
IJCAI
2007
15 years 5 months ago
2007
We present MBoost, a novel extension to AdaBoost that extends boosting to use multiple weak learners explicitly, and provides robustness to learning models that overfit or are po...
100
Voted
ALT
2007
Springer
16 years 19 days ago
2007
Springer
Abstract. This work extends studies of Angluin, Lange and Zeugmann on the dependence of learning on the hypotheses space chosen for the class. In subsequent investigations, uniform...
142
Voted
CORR
2010
Springer
15 years 2 months ago
2010
Springer
Abstract— Imitation learning in robots, also called programing by demonstration, has made important advances in recent years, allowing humans to teach context dependant motor ski...