266 search results - page 22 / 54 » Learning to Identify Unexpected Instances in the Test Set |
ICMLA
2007
13 years 8 months ago
2007
Several works have shown that the covering test in relational learning exhibits a phase transition in its covering probability. It is argued that this phase transition dooms every...
LLL
1999
Springer
13 years 11 months ago
1999
Springer
Abstract. Automatic lemmatisation is a core application for many language processing tasks. In inflectionally rich languages, such as Slovene, assigning the correct lemma to each ...
DAGSTUHL
2007
13 years 8 months ago
2007
The parallel universes idea is an attempt to integrate several aspects of learning which share some common aspects. This is an interesting idea: if successful, insights could cross...
IDA
2005
Springer
14 years 27 days ago
2005
Springer
We consider the problem of learning a ranking function, that is a mapping from instances to rankings over a finite number of labels. Our learning method, referred to as ranking by...
MMM
2007
Springer
14 years 1 months ago
2007
Springer
This paper investigates the problem of learning the visual semantics of keyword categories for automatic image annotation. Supervised learning algorithms which learn only a single ...