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» The weight of competence under a realistic loss function
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ICNP
1999
IEEE
13 years 10 months ago
On Individual and Aggregate TCP Performance
As the most widely used reliable transport in today's Internet, TCP has been extensively studied in the past. However, previous research usually only considers a small or med...
Lili Qiu, Yin Zhang, Srinivasan Keshav
ECCV
2006
Springer
14 years 7 months ago
Extending Kernel Fisher Discriminant Analysis with the Weighted Pairwise Chernoff Criterion
Many linear discriminant analysis (LDA) and kernel Fisher discriminant analysis (KFD) methods are based on the restrictive assumption that the data are homoscedastic. In this paper...
Guang Dai, Dit-Yan Yeung, Hong Chang
COLT
2007
Springer
13 years 12 months ago
Resource-Bounded Information Gathering for Correlation Clustering
We present a new class of problems, called resource-bounded information gathering for correlation clustering. Our goal is to perform correlation clustering under circumstances in w...
Pallika Kanani, Andrew McCallum
ICML
2010
IEEE
13 years 6 months ago
On the Consistency of Ranking Algorithms
We present a theoretical analysis of supervised ranking, providing necessary and sufficient conditions for the asymptotic consistency of algorithms based on minimizing a surrogate...
John Duchi, Lester W. Mackey, Michael I. Jordan
ISVC
2009
Springer
14 years 11 days ago
Adaptive Contextual Energy Parameterization for Automated Image Segmentation
Image segmentation techniques are predominately based on parameter-laden optimization processes. The segmentation objective function traditionally involves parameters (i.e. weights...
Josna Rao, Ghassan Hamarneh, Rafeef Abugharbieh