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» An ASM-Characterization of a Class of Distributed Algorithms
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INFOCOM
2003
IEEE
15 years 2 months ago
TCP-LP: A Distributed Algorithm for Low Priority Data Transfer
— Service prioritization among different traffic classes is an important goal for the future Internet. Conventional approaches to solving this problem consider the existing best...
Aleksandar Kuzmanovic, Edward W. Knightly
JMLR
2011
145views more  JMLR 2011»
14 years 4 months ago
Cumulative Distribution Networks and the Derivative-sum-product Algorithm: Models and Inference for Cumulative Distribution Func
We present a class of graphical models for directly representing the joint cumulative distribution function (CDF) of many random variables, called cumulative distribution networks...
Jim C. Huang, Brendan J. Frey
CIARP
2011
Springer
13 years 9 months ago
A Minority Class Feature Selection Method
Abstract. In many classification problems, and in particular in medical domains, it is common to have an unbalanced class distribution. This pose problems to classifiers as they ...
German Cuaya, Angélica Muñoz-Mel&eac...
APPROX
2009
Springer
129views Algorithms» more  APPROX 2009»
15 years 4 months ago
Baum's Algorithm Learns Intersections of Halfspaces with Respect to Log-Concave Distributions
In 1990, E. Baum gave an elegant polynomial-time algorithm for learning the intersection of two origin-centered halfspaces with respect to any symmetric distribution (i.e., any D s...
Adam R. Klivans, Philip M. Long, Alex K. Tang
ICASSP
2010
IEEE
14 years 9 months ago
Texas Hold 'Em algorithms for distributed compressive sensing
This paper develops a new class of algorithms for signal recovery in the distributed compressive sensing (DCS) framework. DCS exploits both intra-signal and inter-signal correlati...
Stephen R. Schnelle, Jason N. Laska, Chinmay Hegde...