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COLT
2007
Springer
15 years 7 months ago
Multi-view Regression Via Canonical Correlation Analysis
In the multi-view regression problem, we have a regression problem where the input variable (which is a real vector) can be partitioned into two different views, where it is assum...
Sham M. Kakade, Dean P. Foster
93
Voted
SAS
2010
Springer
134views Formal Methods» more  SAS 2010»
14 years 11 months ago
Strictness Meets Data Flow
Abstract. Properties of programs can be formulated using various techdataflow analysis, abstract interpretation and type-like inference systems. This paper reconstructs strictness...
Tom Schrijvers, Alan Mycroft
131
Voted
SIGMOD
2004
ACM
154views Database» more  SIGMOD 2004»
16 years 29 days ago
Computing Clusters of Correlation Connected Objects
The detection of correlations between different features in a set of feature vectors is a very important data mining task because correlation indicates a dependency between the fe...
Christian Böhm, Karin Kailing, Peer Krög...
71
Voted
ICASSP
2011
IEEE
14 years 4 months ago
Novel beamformers for Multiple Correlated brain source localization and reconstruction
This paper introduces two novel beamforming algorithms, namely the Region Constrained and Multiple Correlated Source Model beamformers, designed to localize and to reconstruct hig...
Hung V. Dang, Kwong T. Ng, James K. Kroger
109
Voted
BMCBI
2008
129views more  BMCBI 2008»
15 years 28 days ago
A unified approach to false discovery rate estimation
Background: False discovery rate (FDR) methods play an important role in analyzing highdimensional data. There are two types of FDR, tail area-based FDR and local FDR, as well as ...
Korbinian Strimmer