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125

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ICML
2009
IEEE

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Function factorization using warped Gaussian processes

16 years 5 months ago

Function factorization using warped Gaussian processes

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Mikkel N. Schmidt

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112

ICML
2009
IEEE

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

15 years 11 months ago

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

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Istvan Szita, András Lörincz

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93

ICML
2006
IEEE

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Trading convexity for scalability

16 years 5 months ago

Trading convexity for scalability

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

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119

ESANN
2007

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Convex optimization for the design of learning machines

15 years 6 months ago

Convex optimization for the design of learning machines

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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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120

Voted

ECML
2003
Springer

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A Markov Network Based Factorized Distribution Algorithm for Optimization

15 years 10 months ago

A Markov Network Based Factorized Distribution Algorithm for Optimization

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Roberto Santana

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