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» Environment for statistical computing

178

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CORR
2011
Springer

167views Education» more CORR 2011»

Fast global convergence of gradient methods for high-dimensional statistical recovery

14 years 11 months ago

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Many statistical M-estimators are based on convex optimization problems formed by the weighted sum of a loss function with a norm-based regularizer. We analyze the convergence rat...

Alekh Agarwal, Sahand Negahban, Martin J. Wainwrig...

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173

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KDD
2007
ACM

179views Data Mining» more KDD 2007»

Mining statistically important equivalence classes and delta-discriminative emerging patterns

15 years 10 months ago

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The support-conﬁdence framework is the most common measure used in itemset mining algorithms, for its antimonotonicity that eﬀectively simpliﬁes the search lattice. This com...

Jinyan Li, Guimei Liu, Limsoon Wong

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107

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CVPR
2005
IEEE

162views Computer Vision» more CVPR 2005»

Camera Matchmoving in Unprepared, Unknown Environments

16 years 6 months ago