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» Learning correlations using the mixture-of-subsets model
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TKDD
2008
54views more  TKDD 2008»
13 years 7 months ago
Learning correlations using the mixture-of-subsets model
Manas Somaiya, Christopher M. Jermaine, Sanjay Ran...
ICML
2005
IEEE
14 years 8 months ago
Error bounds for correlation clustering
This paper presents a learning theoretical analysis of correlation clustering (Bansal et al., 2002). In particular, we give bounds on the error with which correlation clustering r...
Thorsten Joachims, John E. Hopcroft
CRYPTO
2000
Springer
124views Cryptology» more  CRYPTO 2000»
13 years 12 months ago
Fast Correlation Attacks through Reconstruction of Linear Polynomials
The task of a fast correlation attack is to efficiently restore the initial content of a linear feedback shift register in a stream cipher using a detected correlation with the out...
Thomas Johansson, Fredrik Jönsson
CORR
2011
Springer
183views Education» more  CORR 2011»
13 years 2 months ago
Sparse Signal Recovery with Temporally Correlated Source Vectors Using Sparse Bayesian Learning
— We address the sparse signal recovery problem in the context of multiple measurement vectors (MMV) when elements in each nonzero row of the solution matrix are temporally corre...
Zhilin Zhang, Bhaskar D. Rao
COLT
2005
Springer
14 years 1 months ago
Separating Models of Learning from Correlated and Uncorrelated Data
We consider a natural framework of learning from correlated data, in which successive examples used for learning are generated according to a random walk over the space of possibl...
Ariel Elbaz, Homin K. Lee, Rocco A. Servedio, Andr...