72 citations · 73 across the 2 of their papers we have counts for
2 papers
cs.LG2023★ 1 cited
Metric Tools for Sensitivity Analysis with Applications to Neural Networks
Jaime Pizarroso, David Alfaya, José Portela +1
As Machine Learning models are considered for autonomous decisions with significant social impact, the need for understanding how these models work rises rapidly. Explainable Artif…
cs.LG2020★ 72 cited
NeuralSens: Sensitivity Analysis of Neural Networks
J. Pizarroso, J. Portela, A. Muñoz
Neural networks are important tools for data-intensive analysis and are commonly applied to model non-linear relationships between dependent and independent variables. However, neu…