266 search results - page 20 / 54 » Learning to Identify Unexpected Instances in the Test Set |
109
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ML
2007
ACM
14 years 11 months ago
2007
ACM
We offer a new formal criterion for agent-centric learning in multi-agent systems, that is, learning that maximizes one’s rewards in the presence of other agents who might also...
126
Voted
CVPR
2009
IEEE
16 years 6 months ago
2009
IEEE
In many image and video collections, we have access
only to partially labeled data. For example, personal photo
collections often contain several faces per image and a caption
t...
104
Voted
PERCOM
2007
ACM
15 years 11 months ago
2007
ACM
Abstract. A major challenge in pervasive computing is to learn activity patterns, such as bathing and cleaning from sensor data. Typical sensor deployments generate sparse datasets...
130
Voted
CVPR
2009
IEEE
16 years 6 months ago
2009
IEEE
Over the past decade, multiple-instance learning (MIL)
has been successfully utilized to model the localized
content-based image retrieval (CBIR) problem, in which a
bag corresp...
104
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ACL
2007
15 years 1 months ago
2007
Many automatic evaluation metrics for machine translation (MT) rely on making comparisons to human translations, a resource that may not always be available. We present a method f...