mdfa: Multi-Differential Fairness Auditor for Black Box Classifiers. - Xavier Gitiaux; Huzefa Rangwala (IJCAI, 2019)

Multi-Differential Fairness Auditor for Black Box Classifiers. - Xavier Gitiaux; Huzefa Rangwala (CoRR, 2019)

Probabilistic Super-Resolution of Solar Magnetograms: Generating Many Explanations and Measuring Uncertainties. - Xavier Gitiaux; Shane A. Maloney; Anna Jungbluth; Carl Shneider; Paul J. Wright; Atilim Günes Baydin; Michel Deudon; Yarin Gal; Alfredo Kalaitzis; Andrés Muñoz-Jaramillo (CoRR, 2019)

Single-Frame Super-Resolution of Solar Magnetograms: Investigating Physics-Based Metrics & Losses. - Anna Jungbluth; Xavier Gitiaux; Shane A. Maloney; Carl Shneider; Paul J. Wright; Alfredo Kalaitzis; Michel Deudon; Atilim Günes Baydin; Yarin Gal; Andrés Muñoz-Jaramillo (CoRR, 2019)

Converter software to calibrate and super-resolve solar magnetograms. - Andrés Muñoz-Jaramillo; Xavier Gitiaux; Anna Jungbluth; Shane A. Maloney; Carl Shneider; Paul J. Wright; Michel Deudon; Alfredo Kalaitzis; Atilim Günes Baydin; Yarin Gal (Zenodo, 2020)

Fair Representations by Compression. - Xavier Gitiaux; Huzefa Rangwala (AAAI, 2021)

Learning Smooth and Fair Representations. - Xavier Gitiaux; Huzefa Rangwala (AISTATS, 2021)

Aura: Privacy-preserving augmentation to improve test set diversity in noise suppression applications. - Xavier Gitiaux; Aditya Khant; Chandan K. A. Reddy; Jayant Gupchup; Ross Cutler (CoRR, 2021)

Trade-offs between Group Fairness Metrics in Societal Resource Allocation. - Tasfia Mashiat; Xavier Gitiaux; Huzefa Rangwala; Patrick J. Fowler; Sanmay Das (FAccT, 2022)

SoFaiR: Single Shot Fair Representation Learning. - Xavier Gitiaux; Huzefa Rangwala (IJCAI, 2022)

FairEd: A Systematic Fairness Analysis Approach Applied in a Higher Educational Context. - Jonathan Vasquez Verdugo; Xavier Gitiaux; Cesar Ortega; Huzefa Rangwala (LAK, 2022)

Ex-Ante Assessment of Discrimination in Dataset. - Jonathan Vasquez Verdugo; Xavier Gitiaux; Huzefa Rangwala (CoRR, 2022)

SWAP test for an arbitrary number of quantum states. - Xavier Gitiaux; Ian Morris; Maria Emelianenko; Mingzhen Tian (Quantum Inf. Process., 2022)

Counterfactually Fair Dynamic Assignment: A Case Study on Policing. - Tasfia Mashiat; Xavier Gitiaux; Huzefa Rangwala; Sanmay Das (AAMAS, 2023)

AURA: Privacy-Preserving Augmentation to Improve Test Set Diversity in Speech Enhancement. - Xavier Gitiaux; Aditya Khant; Ebrahim Beyrami; Chandan K. A. Reddy; Jayant Gupchup; Ross Cutler (ICASSP, 2023)

Estimating the Risk of Individual Discrimination of Classifiers. - Jonathan Vasquez; Xavier Gitiaux; Huzefa Rangwala (PAKDD (1), 2023)