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02/22/2023
A Gradient Boosting Approach for Training Convolutional and Deep Neural Networks
Deep learning has revolutionized the computer vision and image classific...
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11/26/2022
Condensed Gradient Boosting
This paper presents a computationally efficient variant of gradient boos...
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11/05/2019
A Comparative Analysis of XGBoost
XGBoost is a scalable ensemble technique based on gradient boosting that...
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09/26/2019
Sequential Training of Neural Networks with Gradient Boosting
This paper presents a novel technique based on gradient boosting to trai...
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02/21/2018
Pooling homogeneous ensembles to build heterogeneous ensembles
In ensemble methods, the outputs of a collection of diverse classifiers ...
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06/30/2016
