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» Sparse Additive Machine

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EWRL
2008

133views Machine Learning» more EWRL 2008»

Exploiting Additive Structure in Factored MDPs for Reinforcement Learning

13 years 7 months ago

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Thomas Degris, Olivier Sigaud, Pierre-Henri Wuille...

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ICML
2008
IEEE

119views Machine Learning» more ICML 2008»

Expectation-maximization for sparse and non-negative PCA

14 years 6 months ago

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We study the problem of finding the dominant eigenvector of the sample covariance matrix, under additional constraints on the vector: a cardinality constraint limits the number of...

Christian D. Sigg, Joachim M. Buhmann

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ICML
2009
IEEE

109views Machine Learning» more ICML 2009»

Regression by dependence minimization and its application to causal inference in additive noise models

14 years 6 months ago

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Bernhard Schölkopf, Dominik Janzing, Jonas Pe...

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ICASSP
2011
IEEE

192views Signal Processing» more ICASSP 2011»

Additive character sequences with small alphabets for compressed sensing matrices

12 years 9 months ago

Download mirlab.org

Compressed sensing is a novel technique where one can recover sparse signals from the undersampled measurements. In this paper, a K × N measurement matrix for compressed sensing ...

Nam Yul Yu

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WSDM
2010
ACM

129views Data Mining» more WSDM 2010»

Early Exit Optimizations for Additive Machine Learned Ranking Systems

14 years 2 months ago

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