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MM
2005
ACM

172views Multimedia» more MM 2005»

Learning the semantics of multimedia queries and concepts from a small number of examples

14 years 28 days ago

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In this paper we unify two supposedly distinct tasks in multimedia retrieval. One task involves answering queries with a few examples. The other involves learning models for seman...

Apostol Natsev, Milind R. Naphade, Jelena Tesic

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ICML
2007
IEEE

153views Machine Learning» more ICML 2007»

Approximate maximum margin algorithms with rules controlled by the number of mistakes

14 years 8 months ago

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We present a family of incremental Perceptron-like algorithms (PLAs) with margin in which both the "effective" learning rate, defined as the ratio of the learning rate t...

Petroula Tsampouka, John Shawe-Taylor

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GECCO
2006
Springer

124views Optimization» more GECCO 2006»

Coordination number prediction using learning classifier systems: performance and interpretability

13 years 11 months ago

Download www.cs.nott.ac.uk

Jaume Bacardit, Michael Stout, Natalio Krasnogor, ...

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