1837 search results - page 71 / 368 » Learning From Ambiguous Examples |
128
Voted
RAS
2000
15 years 2 months ago
2000
A mobile agent with the task to classify its sensor pattern has to cope with ambiguous information. Active recognition of three-dimensional objects involves the observer in a sear...
109
Voted
JAIR
2010
15 years 1 months ago
2010
We present a novel framework for learning to interpret and generate language using only perceptual context as supervision. We demonstrate its capabilities by developing a system t...
153
Voted
RULEML
2004
Springer
15 years 8 months ago
2004
Springer
The Web is now a huge information repository with a rich semantic structure that, however, is primarily addressed to human understanding rather than automated processing by a compu...
125
Voted
TOIS
2010
15 years 1 months ago
2010
We propose a new unsupervised learning technique for extracting information about authors and topics from large text collections. We model documents as if they were generated by a...
127
Voted
SDM
2010
SIAM
15 years 4 months ago
2010
SIAM
This paper addresses the challenging problem of learning from multiple annotators whose labeling accuracy (reliability) differs and varies over time. We propose a framework based ...