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TNN
2011
107views more  TNN 2011»
13 years 3 months ago
Iterative Gaussianization: From ICA to Random Rotations
Abstract—Most signal processing problems involve the challenging task of multidimensional probability density function (PDF) estimation. In this paper, we propose a solution to t...
Valero Laparra, Gustavo Camps-Valls, Jesus Malo
JMLR
2010
165views more  JMLR 2010»
13 years 3 months ago
Causal Inference
: This review presents empirical researchers with recent advances in causal inference, and stresses the paradigmatic shifts that must be undertaken in moving from traditional stati...
Judea Pearl
CBSE
2011
Springer
12 years 9 months ago
Towards incremental component compatibility testing
Software components are increasingly assembled from other components. Each component may further depend on others, and each may have multiple active versions. The total number of ...
Il-Chul Yoon, Alan Sussman, Atif M. Memon, Adam A....
PLDI
2012
ACM
11 years 11 months ago
Design and implementation of sparse global analyses for C-like languages
In this article we present a general method for achieving global static analyzers that are precise, sound, yet also scalable. Our method generalizes the sparse analysis techniques...
Hakjoo Oh, Kihong Heo, Wonchan Lee, Woosuk Lee, Kw...
CVPR
2008
IEEE
14 years 11 months ago
Probabilistic graph and hypergraph matching
We consider the problem of finding a matching between two sets of features, given complex relations among them, going beyond pairwise. Each feature set is modeled by a hypergraph ...
Ron Zass, Amnon Shashua
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