Picture for Paula Gordaliza

Paula Gordaliza

Dancing in the Shadows: Harnessing Ambiguity for Fairer Classifiers

Add code
Jun 27, 2024
Viaarxiv icon

Uncertainty in Fairness Assessment: Maintaining Stable Conclusions Despite Fluctuations

Add code
Feb 02, 2023
Viaarxiv icon

A Survey on Preserving Fairness Guarantees in Changing Environments

Add code
Nov 14, 2022
Viaarxiv icon

Review of Mathematical frameworks for Fairness in Machine Learning

Add code
May 26, 2020
Figure 1 for Review of Mathematical frameworks for Fairness in Machine Learning
Figure 2 for Review of Mathematical frameworks for Fairness in Machine Learning
Viaarxiv icon

A survey of bias in Machine Learning through the prism of Statistical Parity for the Adult Data Set

Add code
Apr 06, 2020
Figure 1 for A survey of bias in Machine Learning through the prism of Statistical Parity for the Adult Data Set
Figure 2 for A survey of bias in Machine Learning through the prism of Statistical Parity for the Adult Data Set
Figure 3 for A survey of bias in Machine Learning through the prism of Statistical Parity for the Adult Data Set
Figure 4 for A survey of bias in Machine Learning through the prism of Statistical Parity for the Adult Data Set
Viaarxiv icon

Confidence Intervals for Testing Disparate Impact in Fair Learning

Add code
Jul 17, 2018
Viaarxiv icon