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Elliott, Andrew
6 publications
AISTATS
2024
Imposing Fairness Constraints in Synthetic Data Generation
Mahed Abroshan
,
Andrew Elliott
,
Mohammad Mahdi Khalili
NeurIPSW
2022
Counterfactual Fairness in Synthetic Data Generation
Mahed Abroshan
,
Mohammad Mahdi Khalili
,
Andrew Elliott
LoG
2022
DAMNETS: A Deep Autoregressive Model for Generating Markovian Network Time Series
Jase Clarkson
,
Mihai Cucuringu
,
Andrew Elliott
,
Gesine Reinert
NeurIPSW
2022
Random Walk Based Conditional Generative Model for Temporal Networks with Attributes
Stratis Limnios
,
Andrew Elliott
,
Mihai Cucuringu
,
Gesine Reinert
NeurIPSW
2022
TAPAS: A Toolbox for Adversarial Privacy Auditing of Synthetic Data
Florimond Houssiau
,
James Jordon
,
Samuel N Cohen
,
Owen Daniel
,
Andrew Elliott
,
James Geddes
,
Callum Mole
,
Camila Rangel-Smith
,
Lukasz Szpruch
CVPR
2021
Explaining Classifiers Using Adversarial Perturbations on the Perceptual Ball
Andrew Elliott
,
Stephen Law
,
Chris Russell