Paula Gordaliza

Orcid: 0000-0002-0455-1200

According to our database1, Paula Gordaliza authored at least 12 papers between 2018 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2024
Dancing in the Shadows: Harnessing Ambiguity for Fairer Classifiers.
CoRR, 2024

Uncertainty Matters: Stable Conclusions under Unstable Assessment of Fairness Results.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023
Interaction with a Hand Rehabilitation Exoskeleton in EMG-Driven Bilateral Therapy: Influence of Visual Biofeedback on the Users' Performance.
Sensors, February, 2023

Fair Kernel Regression through Cross-Covariance Operators.
Trans. Mach. Learn. Res., 2023

A study on group fairness in healthcare outcomes for nursing home residents during the COVID-19 pandemic in the Basque Country.
CoRR, 2023

Uncertainty in Fairness Assessment: Maintaining Stable Conclusions Despite Fluctuations.
CoRR, 2023

2022
A Survey on Preserving Fairness Guarantees in Changing Environments.
CoRR, 2022

2020
Review of Mathematical frameworks for Fairness in Machine Learning.
CoRR, 2020

A survey of bias in Machine Learning through the prism of Statistical Parity for the Adult Data Set.
CoRR, 2020

2019
Central limit theorem and bootstrap procedure for Wasserstein's variations with an application to structural relationships between distributions.
J. Multivar. Anal., 2019

Obtaining Fairness using Optimal Transport Theory.
Proceedings of the 36th International Conference on Machine Learning, 2019

2018
Confidence Intervals for Testing Disparate Impact in Fair Learning.
CoRR, 2018


  Loading...