1837 search results - page 71 / 368 » Learning From Ambiguous Examples |
150
Voted
RAS
2000
15 years 4 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...
123
Voted
JAIR
2010
15 years 3 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...
167
Voted
RULEML
2004
Springer
15 years 10 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...
144
click to vote
TOIS
2010
15 years 2 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...
143
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SDM
2010
SIAM
15 years 6 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 ...