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120
Voted
COLT
2006
Springer
15 years 4 months ago
2006
Springer
We describe a novel framework for the design and analysis of online learning algorithms based on the notion of duality in constrained optimization. We cast a sub-family of universa...
109
Voted
ML
2007
ACM
15 years 4 days ago
2007
ACM
We describe a novel framework for the design and analysis of online learning algorithms based on the notion of duality in constrained optimization. We cast a sub-family of universa...
122
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NIPS
2004
15 years 2 months ago
2004
We describe a framework for learning an object classifier from a single example. This goal is achieved by emphasizing the relevant dimensions for classification using available ex...
107
Voted
CVPR
2000
IEEE
16 years 2 months ago
2000
IEEE
We propose a novel method for temporally and spatially corresponding moving objects by automatically learning the relevance of the objects' appearance features to the task of...
102
Voted
ICWL
2004
Springer
15 years 6 months ago
2004
Springer
This paper presents an e-Learning Web-reachable hypermedia system as the foundation of a course content development toolset. Course content, developed in XML, is stored in native X...