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cs.LG2025
Prevention of Overfitting on Mesh-Structured Data Regressions with a Modified Laplace Operator
Enda D. V. Bigarella
This document reports on a method for detecting and preventing overfitting on data regressions, herein applied to mesh-like data structures. The mesh structure allows for the strai…
cs.LG2025
Robust Deep Network Learning of Nonlinear Regression Tasks by Parametric Leaky Exponential Linear Units (LELUs) and a Diffusion Metric
Enda D. V. Bigarella
This document proposes a parametric activation function (ac.f.) aimed at improving multidimensional nonlinear data regression. It is a established knowledge that nonlinear ac.f's a…