most citedNoise-Augmented Boruta: The Neural Network Perturbation Infusion with Boruta Feature Selection

2 citations · 3 across the 3 of their papers we have counts for

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cs.LG2024

Semantic-Preserving Feature Partitioning for Multi-View Ensemble Learning

Mohammad Sadegh Khorshidi, Navid Yazdanjue, Hassan Gharoun +4

In machine learning, the exponential growth of data and the associated ``curse of dimensionality'' pose significant challenges, particularly with expansive yet sparse datasets. Add…

cs.LG2023★ 2 cited

Noise-Augmented Boruta: The Neural Network Perturbation Infusion with Boruta Feature Selection

Hassan Gharoun, Navid Yazdanjoe, Mohammad Sadegh Khorshidi +1

With the surge in data generation, both vertically (i.e., volume of data) and horizontally (i.e., dimensionality), the burden of the curse of dimensionality has become increasingly…