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stat.ML2026
Feature Space Selection and Heterogeneous Effect Estimation for Blood-Brain Barrier Permeability: A Random Forest to the Generalized Random Forest Pipeline
Tshemollo Rapolai, Seite Makgai, Mohammad Arashi
Predicting blood-brain barrier (BBB) permeability is critical for central nervous system drug discovery. Using the MoleculeNet BBBP dataset (n = 2039), this study systematically ab…
stat.ML2025
On weight and variance uncertainty in neural networks for regression tasks
Moein Monemi, Morteza Amini, S. Mahmoud Taheri +1
We investigate the problem of weight uncertainty originally proposed by [Blundell et al. (2015). Weight uncertainty in neural networks. In International conference on machine learn…