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» Learning with Local Models

25

ICML
2006
IEEE

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Local Fisher discriminant analysis for supervised dimensionality reduction

14 years 9 months ago

Local Fisher discriminant analysis for supervised dimensionality reduction

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Masashi Sugiyama

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21

ICML
2009
IEEE

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Probabilistic dyadic data analysis with local and global consistency

14 years 3 months ago

Probabilistic dyadic data analysis with local and global consistency

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Deng Cai, Xuanhui Wang, Xiaofei He

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23

COLT
1998
Springer

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The Query Complexity of Finding Local Minima in the Lattice

14 years 1 months ago

The Query Complexity of Finding Local Minima in the Lattice

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Amos Beimel, Felix Geller, Eyal Kushilevitz

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35

NN
2010
Springer

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Sparse kernel learning with LASSO and Bayesian inference algorithm

13 years 3 months ago

Sparse kernel learning with LASSO and Bayesian inference algorithm

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Kernelized LASSO (Least Absolute Selection and Shrinkage Operator) has been investigated in two separate recent papers (Gao et al., 2008) and (Wang et al., 2007). This paper is co...

Junbin Gao, Paul W. Kwan, Daming Shi

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29

ECML
2006
Springer

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PAC-Learning of Markov Models with Hidden State

14 years 16 days ago

PAC-Learning of Markov Models with Hidden State

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The standard approach for learning Markov Models with Hidden State uses the Expectation-Maximization framework. While this approach had a significant impact on several practical ap...

Ricard Gavaldà, Philipp W. Keller, Joelle P...

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