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We use boosting to construct improved privacy-preserving synopses of an input database.
However, it turns out Bad Neighbours didn't need any artificial boosting to claim the top spot.
Now that he's found his métier, he develops his skills in "boosting" to support his habit.
The algorithm is applied to ensemble-based learning by using boosting to construct cascades of classifiers.
NetBoost uses boosting to determine which among a set of plausible generative processes may have given rise (over evolutionary time) to the observed topology of an interaction network.
In this book, Robert Schapire and Yoav Freund, two inventors of the field, present multiple, fascinating views of boosting to explain why and how it works.
GeneClass also uses boosting to learn a transcriptional regulatory program but uses predefined features associated with the promoter sequences, such as known motifs or ChIP chip occupancies.
The researchers use a statistical classification approach called adaptive boosting to train the system to identify the marker in environments with a high degree of visual noise.
In the book, I frame the amazing success of bagging and boosting to create advances in artificial intelligence as strong evidence of diversity bonuses.
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In tandem with freedom fighters and war protesters in the 1960s, fashion transformed from bra-boosting to bra-burning.
Control conditions testing different TMS burst profiles and TMS-EEG in a phantom head confirmed specificity of α-boosting to the case of synchronization between TMS train and neural oscillator.
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