Xavier Gitiaux

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 20

Top Topics

Speech Enhancement

Multiple Representations

Top Venues

Publications

Tasfia Mashiat, Xavier Gitiaux, Huzefa Rangwala, Sanmay Das
Counterfactually Fair Dynamic Assignment: A Case Study on Policing. AAMAS (2023)
Jonathan Vasquez, Xavier Gitiaux, Huzefa Rangwala
Estimating the Risk of Individual Discrimination of Classifiers. PAKDD (1) (2023)
Xavier Gitiaux, Aditya Khant, Ebrahim Beyrami, Chandan K. A. Reddy, Jayant Gupchup, Ross Cutler
AURA: Privacy-Preserving Augmentation to Improve Test Set Diversity in Speech Enhancement. ICASSP (2023)
Jonathan Vasquez Verdugo, Xavier Gitiaux, Cesar Ortega, Huzefa Rangwala
FairEd: A Systematic Fairness Analysis Approach Applied in a Higher Educational Context. LAK (2022)
Xavier Gitiaux, Huzefa Rangwala
SoFaiR: Single Shot Fair Representation Learning. CoRR (2022)
Tasfia Mashiat, Xavier Gitiaux, Huzefa Rangwala, Patrick J. Fowler, Sanmay Das
Trade-offs between Group Fairness Metrics in Societal Resource Allocation. CoRR (2022)
Jonathan Vasquez Verdugo, Xavier Gitiaux, Huzefa Rangwala
Ex-Ante Assessment of Discrimination in Dataset. CoRR (2022)
Xavier Gitiaux, Ian Morris, Maria Emelianenko, Mingzhen Tian
SWAP test for an arbitrary number of quantum states. Quantum Inf. Process. 21 (10) (2022)
Tasfia Mashiat, Xavier Gitiaux, Huzefa Rangwala, Patrick Fowler, Sanmay Das
Trade-offs between Group Fairness Metrics in Societal Resource Allocation. FAccT (2022)
Xavier Gitiaux, Huzefa Rangwala
SoFaiR: Single Shot Fair Representation Learning. IJCAI (2022)
Xavier Gitiaux, Huzefa Rangwala
Fair Representations by Compression. CoRR (2021)
Xavier Gitiaux, Huzefa Rangwala
Learning Smooth and Fair Representations. AISTATS (2021)
Xavier Gitiaux, Huzefa Rangwala
Fair Representations by Compression. AAAI (2021)
Xavier Gitiaux, Ian Morris, Maria Emelianenko, Mingzhen Tian
SWAP Test for an Arbitrary Number of Quantum States. CoRR (2021)
Xavier Gitiaux, Aditya Khant, Chandan Reddy, Jayant Gupchup, Ross Cutler
Aura: Privacy-preserving augmentation to improve test set diversity in noise suppression applications. CoRR (2021)
Xavier Gitiaux, Huzefa Rangwala
Learning Smooth and Fair Representations. CoRR (2020)
Anna Jungbluth, Xavier Gitiaux, Shane A. Maloney, Carl Shneider, Paul J. Wright, Alfredo Kalaitzis, Michel Deudon, Atilim Günes Baydin, Yarin Gal, Andrés Muñoz-Jaramillo
Single-Frame Super-Resolution of Solar Magnetograms: Investigating Physics-Based Metrics \& Losses. CoRR (2019)
Xavier Gitiaux, Huzefa Rangwala
Multi-Differential Fairness Auditor for Black Box Classifiers. CoRR (2019)
Xavier Gitiaux, Huzefa Rangwala
mdfa: Multi-Differential Fairness Auditor for Black Box Classifiers. IJCAI (2019)
Xavier Gitiaux, Shane A. Maloney, Anna Jungbluth, Carl Shneider, Paul J. Wright, Atilim Günes Baydin, Michel Deudon, Yarin Gal, Alfredo Kalaitzis, Andrés Muñoz-Jaramillo
Probabilistic Super-Resolution of Solar Magnetograms: Generating Many Explanations and Measuring Uncertainties. CoRR (2019)