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Xavier Gitiaux

Observed name: Gitiaux, Xavier
ORCID: 0000-0002-6648-0225
Observed ORCID: 0000-0002-6648-0225
OpenAlex ID: A5029009552
Biofuels, Climate Policy, and the European Vehicle Fleet
2012 · Xavier Gitiaux, Sebastian Rausch, et al. · Journal of Transport Economics and Policy · 23
FairEd: A Systematic Fairness Analysis Approach Applied in a Higher Educational Context
2022 · Jonathan Vasquez Verdugo, Xavier Gitiaux, et al. · International Conference on Learning Analytics and Knowledge (LAK) · 19
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Fair Representations by Compression
2021 · Gitiaux, Xavier, Rangwala, Huzefa · AAAI Publications (The Association for the Advancement of Artificial Intelligence (AAAI)) · 16
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SWAP test for an arbitrary number of quantum states
2022 · Xavier Gitiaux, Ian Morris, et al. · Quantum Information Processing · 15
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Trade-offs between Group Fairness Metrics in Societal Resource Allocation
2022 · Tasfia Mashiat, Xavier Gitiaux, et al. · ACM Conference on Fairness, Accountability, and Transparency (FAccT) · 10
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Physically Motivated Deep Learning to Superresolve and Cross Calibrate Solar Magnetograms
2024 · Andrés Muñoz-Jaramillo, Anna Jungbluth, et al. · The Astrophysical Journal Supplement Series · 9
Learning Smooth and Fair Representations
2020 · Gitiaux, Xavier, Rangwala, Huzefa · arXiv (Cornell University) · 8
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Single-Frame Super-Resolution of Solar Magnetograms: Investigating Physics-Based Metrics & Losses
2019 · Jungbluth, Anna, Gitiaux, Xavier, et al. · arXiv (Cornell University) · 7
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mdfa: Multi-Differential Fairness Auditor for Black Box Classifiers
2019 · Xavier Gitiaux, Huzefa Rangwala · International Joint Conference on Artificial Intelligence · 6
Future Yield Growth: What Evidence from Historical Data?
2011 · Xavier Gitiaux, John M. Reilly, et al. · DSpace@MIT (Massachusetts Institute of Technology) · 5
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Multi-Differential Fairness Auditor for Black Box Classifiers
2019 · Gitiaux, Xavier, Rangwala, Huzefa · arXiv (Cornell University) · 2
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AURA: Privacy-Preserving Augmentation to Improve Test Set Diversity in Speech Enhancement
2023 · Xavier Gitiaux, Aditya Khant, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 1
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Upscaled and calibrated GONG and MDI magnetograms via Deep Learning
2021 · Muñoz-Jaramillo, Andrés, Wright, Paul J., et al. · Zenodo (CERN European Organization for Nuclear Research) · 1
Probabilistic Super-Resolution of Solar Magnetograms: Generating Many Explanations and Measuring Uncertainties
2019 · Gitiaux, Xavier, Maloney, Shane A., et al. · arXiv (Cornell University) · 1
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Counterfactually Fair Dynamic Assignment: A Case Study on Policing
2023 · Tasfia Mashiat, Xavier Gitiaux, et al. · Adaptive Agents and Multi-Agents Systems
Estimating the Risk of Individual Discrimination of Classifiers
2023 · Jonathan Vasquez, Xavier Gitiaux, et al. · Lecture notes in computer science
Ex-Ante Assessment of Discrimination in Dataset
2022 · Vasquez, Jonathan, Gitiaux, Xavier, et al. · arXiv (Cornell University)
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SoFaiR: Single Shot Fair Representation Learning
2022 · Xavier Gitiaux, Huzefa Rangwala · International Joint Conference on Artificial Intelligence
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Aura: Privacy-preserving augmentation to improve test set diversity in noise suppression applications.
2021 · Xavier Gitiaux, Aditya Khant, et al. · arXiv (Cornell University)
Physics informed deep learning to super-resolve and cross-calibrate solar magnetograms
2021 · Andres Munoz-Jaramillo, Anna Jungbluth, et al. · Research Square
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Cross-calibration, super-resolution, and uncertainty estimation of the conversion of MDI and GONG to HMI full-disk magnetograms using deep learning
2021 · Andrés Muñoz‐Jaramillo, Anna Jungbluth, et al. · American Astronomical Society Meeting Abstracts
Fair Representations by Compression
2021 · Xavier Gitiaux, Huzefa Rangwala · Proceedings of the AAAI Conference on Artificial Intelligence
Super-Resolution Maps of the Solar Magnetic Field Covering 40 Years of Space Weather Events
2019 · Paul J. Wright, Xavier Gitiaux, et al. · Data Archiving and Networked Services (DANS)
Works count: 26
Citation count: 124
H-index: 7
I10-index: 5
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