Researcher profile
B. Keshavarz-Hedayati
2 papers in the PaperMetrix corpus
Publications
Papers by this author
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In-training and post-training generalization methods: The case of ppar — α and ppar — γ agonists
2015
In this paper, the effects of regularization on the generalization capabilities of a neural network model are analyzed. We compare the performance of Levenberg-Marquardt and Bayesian Regularization algorithms with and without post-training regularization. We show …
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Sensitivity and similarity regularization in dynamic selection of ensembles of neural networks
2017
Dynamic ensemble selection techniques, on a case by case basis, select a subset from the pool of available ensembles to classify the unknown exemplars. This selection process is usually based on a criterion that the …