Xavier Gitiaux

Orcid: 0000-0002-6648-0225

According to our database1, Xavier Gitiaux authored at least 15 papers between 2019 and 2023.

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

Timeline

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Links

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Bibliography

2023
Estimating the Risk of Individual Discrimination of Classifiers.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2023

AURA: Privacy-Preserving Augmentation to Improve Test Set Diversity in Speech Enhancement.
Proceedings of the IEEE International Conference on Acoustics, 2023

Counterfactually Fair Dynamic Assignment: A Case Study on Policing.
Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023

2022
SWAP test for an arbitrary number of quantum states.
Quantum Inf. Process., 2022

Ex-Ante Assessment of Discrimination in Dataset.
CoRR, 2022

FairEd: A Systematic Fairness Analysis Approach Applied in a Higher Educational Context.
Proceedings of the LAK 2022: 12th International Learning Analytics and Knowledge Conference, Online Event, USA, March 21, 2022

SoFaiR: Single Shot Fair Representation Learning.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Trade-offs between Group Fairness Metrics in Societal Resource Allocation.
Proceedings of the FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21, 2022

2021
Aura: Privacy-preserving augmentation to improve test set diversity in noise suppression applications.
CoRR, 2021

Learning Smooth and Fair Representations.
Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

Fair Representations by Compression.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2019
Single-Frame Super-Resolution of Solar Magnetograms: Investigating Physics-Based Metrics \& Losses.
CoRR, 2019

Probabilistic Super-Resolution of Solar Magnetograms: Generating Many Explanations and Measuring Uncertainties.
CoRR, 2019

Multi-Differential Fairness Auditor for Black Box Classifiers.
CoRR, 2019

mdfa: Multi-Differential Fairness Auditor for Black Box Classifiers.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019


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