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» Convex Factorization Machines

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ICML
2009
IEEE

157views Machine Learning» more ICML 2009»

Function factorization using warped Gaussian processes

15 years 10 months ago

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Mikkel N. Schmidt

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ICML
2009
IEEE

100views Machine Learning» more ICML 2009»

Optimistic initialization and greediness lead to polynomial time learning in factored MDPs

15 years 4 months ago

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Istvan Szita, András Lörincz

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ICML
2006
IEEE

113views Machine Learning» more ICML 2006»

Trading convexity for scalability

15 years 10 months ago

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Fabian H. Sinz, Jason Weston, Léon Bottou, ...

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ESANN
2007

86views Neural Networks» more ESANN 2007»

Convex optimization for the design of learning machines

14 years 11 months ago

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This paper reviews the recent surge of interest in convex optimization in a context of pattern recognition and machine learning. The main thesis of this paper is that the design of...

Kristiaan Pelckmans, Johan A. K. Suykens, Bart De ...

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ECML
2003
Springer

118views Machine Learning» more ECML 2003»

A Markov Network Based Factorized Distribution Algorithm for Optimization

15 years 3 months ago

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