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Developmental neuroscience: Boosting inhibition boosts learning
Current Biology, 2023Compared to adults, children learn differently and more efficiently. A new study shows that in children a rapid boost of inhibition evoked during learning leads to better stabilization of learned items due to reduced retrograde interference.
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To Boost or Not to Boost? That is the Question
SSRN Electronic Journal, 2023Ye Lu, Adrian Pagan
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2005
Martingale boosting is a simple and easily understood technique with a simple and easily understood analysis. A slight variant of the approach provably achieves optimal accuracy in the presence of random misclassification noise.
Philip M. Long, Rocco A. Servedio
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Martingale boosting is a simple and easily understood technique with a simple and easily understood analysis. A slight variant of the approach provably achieves optimal accuracy in the presence of random misclassification noise.
Philip M. Long, Rocco A. Servedio
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2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05), 2005
In this paper, we described an efficient feature pursuit scheme for boosting. The proposed method is based on the infomax principle, which seeks optimal feature that achieves maximal mutual information with class labels. Direct feature pursuit with infomax is computationally prohibitive, so an efficient gradient ascent algorithm is further proposed ...
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In this paper, we described an efficient feature pursuit scheme for boosting. The proposed method is based on the infomax principle, which seeks optimal feature that achieves maximal mutual information with class labels. Direct feature pursuit with infomax is computationally prohibitive, so an efficient gradient ascent algorithm is further proposed ...
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Gradient and Newton boosting for classification and regression
Expert Systems With Applications, 2021Fabio Sigrist
exaly
American Journal of Orthodontics and Dentofacial Orthopedics
Thijs Becker +4 more
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Thijs Becker +4 more
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Boosting productivity with the Boost Graph Library
XRDS: Crossroads, The ACM Magazine for Students, 2011openaire +1 more source
2008 19th International Conference on Pattern Recognition, 2008
Yan Jiang, Xiaoqing Ding
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Yan Jiang, Xiaoqing Ding
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A comparative analysis of gradient boosting algorithms
Artificial Intelligence Review, 2020Gonzalo Martínez-Muñoz +1 more
exaly