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SPIN
2009
Springer
14 years 2 months ago
Automatic Discovery of Transition Symmetry in Multithreaded Programs Using Dynamic Analysis
While symmetry reduction has been established to be an important technique for reducing the search space in model checking, its application in concurrent software verification is ...
Yu Yang, Xiaofang Chen, Ganesh Gopalakrishnan, Cha...
PAMI
2007
253views more  PAMI 2007»
13 years 7 months ago
Gaussian Mean-Shift Is an EM Algorithm
The mean-shift algorithm, based on ideas proposed by Fukunaga and Hostetler (1975), is a hill-climbing algorithm on the density defined by a finite mixture or a kernel density e...
Miguel Á. Carreira-Perpiñán
CVPR
2008
IEEE
14 years 9 months ago
Smoothing-based Optimization
We propose an efficient method for complex optimization problems that often arise in computer vision. While our method is general and could be applied to various tasks, it was mai...
Marius Leordeanu, Martial Hebert
SDM
2011
SIAM
233views Data Mining» more  SDM 2011»
12 years 10 months ago
Distributed Monitoring of the R2 Statistic for Linear Regression
The problem of monitoring a multivariate linear regression model is relevant in studying the evolving relationship between a set of input variables (features) and one or more depe...
Kanishka Bhaduri, Kamalika Das, Chris Giannella
SASO
2007
IEEE
14 years 1 months ago
Novel Mathematics-Inspired Algorithms for Self-Adaptive Peer-to-Peer Computing
This paper describes, and evaluates benefits of, a design methodology to translate certain mathematical models into the design of novel, self-adaptive, peer-to-peer (p2p) distrib...
Steven Y. Ko, Indranil Gupta, Yookyung Jo