Xavier Gitiaux

20 papers A* 3A 3Misc 1Journal 11Unranked 2
YearRankTypeTitle / Venue / Authors
2023 Misc conf
AURA: Privacy-Preserving Augmentation to Improve Test Set Diversity in Speech Enhancement.
ICASSP
Xavier Gitiaux, Aditya Khant, Ebrahim Beyrami, Chandan K. A. Reddy, Jayant Gupchup, Ross Cutler
2023 A conf
Counterfactually Fair Dynamic Assignment: A Case Study on Policing.
AAMAS
Tasfia Mashiat, Xavier Gitiaux, Huzefa Rangwala, Sanmay Das
2023 — conf
Estimating the Risk of Individual Discrimination of Classifiers.
PAKDD (1)
Jonathan Vasquez, Xavier Gitiaux, Huzefa Rangwala
2022 J jnl
Ex-Ante Assessment of Discrimination in Dataset.
CoRR
Jonathan Vasquez Verdugo, Xavier Gitiaux, Huzefa Rangwala
2022 A conf
FairEd: A Systematic Fairness Analysis Approach Applied in a Higher Educational Context.
LAK
Jonathan Vasquez Verdugo, Xavier Gitiaux, Cesar Ortega, Huzefa Rangwala
2022 J jnl
SWAP test for an arbitrary number of quantum states.
Quantum Inf. Process.
Xavier Gitiaux, Ian Morris, Maria Emelianenko, Mingzhen Tian
2022 A* conf
SoFaiR: Single Shot Fair Representation Learning.
IJCAI
Xavier Gitiaux, Huzefa Rangwala
2022 J jnl
SoFaiR: Single Shot Fair Representation Learning.
CoRR
Xavier Gitiaux, Huzefa Rangwala
2022 — conf
Trade-offs between Group Fairness Metrics in Societal Resource Allocation.
FAccT
Tasfia Mashiat, Xavier Gitiaux, Huzefa Rangwala, Patrick J. Fowler, Sanmay Das
2022 J jnl
Trade-offs between Group Fairness Metrics in Societal Resource Allocation.
CoRR
Tasfia Mashiat, Xavier Gitiaux, Huzefa Rangwala, Patrick J. Fowler, Sanmay Das
2021 J jnl
Aura: Privacy-preserving augmentation to improve test set diversity in noise suppression applications.
CoRR
Xavier Gitiaux, Aditya Khant, Chandan K. A. Reddy, Jayant Gupchup, Ross Cutler
2021 A* conf
Fair Representations by Compression.
AAAI
Xavier Gitiaux, Huzefa Rangwala
2021 J jnl
Fair Representations by Compression.
CoRR
Xavier Gitiaux, Huzefa Rangwala
2021 A conf
Learning Smooth and Fair Representations.
AISTATS
Xavier Gitiaux, Huzefa Rangwala
2021 J jnl
SWAP Test for an Arbitrary Number of Quantum States.
CoRR
Xavier Gitiaux, Ian Morris, Maria Emelianenko, Mingzhen Tian
2020 J jnl
Learning Smooth and Fair Representations.
CoRR
Xavier Gitiaux, Huzefa Rangwala
2019 J jnl
Multi-Differential Fairness Auditor for Black Box Classifiers.
CoRR
Xavier Gitiaux, Huzefa Rangwala
2019 J jnl
Probabilistic Super-Resolution of Solar Magnetograms: Generating Many Explanations and Measuring Uncertainties.
CoRR
Xavier Gitiaux, Shane A. Maloney, Anna Jungbluth, Carl Shneider, Paul J. Wright, Atilim Günes Baydin, Michel Deudon, Yarin Gal, Alfredo Kalaitzis, Andrés Muñoz-Jaramillo
2019 J jnl
Single-Frame Super-Resolution of Solar Magnetograms: Investigating Physics-Based Metrics \& Losses.
CoRR
Anna Jungbluth, Xavier Gitiaux, Shane A. Maloney, Carl Shneider, Paul J. Wright, Alfredo Kalaitzis, Michel Deudon, Atilim Günes Baydin, Yarin Gal, Andrés Muñoz-Jaramillo
2019 A* conf
mdfa: Multi-Differential Fairness Auditor for Black Box Classifiers.
IJCAI
Xavier Gitiaux, Huzefa Rangwala