Publications

An Algorithmic Framework for Positive Action Permalink

Published in EAAMO, 2021

Positive action is a way to promote under-represented groups within the bounds of anti-discrimination legislature. We make a first attempt at applying it in a machine learning context.

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Null-sampling for Interpretable and Fair Representations Permalink

Published in ECCV, 2020

Representations in the data domain, but with invertible networks.

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Discovering Fair Representations in the Data Domain Permalink

Published in CVPR, 2019

We propose to cast fair representations as data-to-data translation.

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Miscellaneous

Reviewer for: AAAI, CVPR, ICML, TPAMI
Session Chair at ECML 2021 (DAMI Journal Track)

Ollie Thomas

Publications

An Algorithmic Framework for Positive Action Permalink

Null-sampling for Interpretable and Fair Representations Permalink

Discovering Fair Representations in the Data Domain Permalink

Miscellaneous