Felip Guimerà Cuevas

Robust Non-linear Normalization of Heterogeneous Feature Distributions with Adaptive Tanh-Estimators

Feature normalization is a crucial step in machine learning that scales numerical values to improve model effectiveness. Noisy or impure datasets can pose a challenge for traditional normalization methods as they may contain outliers that violate statistical assumptions, leading to reduced model per…