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Reweighting guided by Wasserstein distance to achieve demographic parity

Reweighting guided by Wasserstein distance to achieve demographic parity
Reweighting guided by Wasserstein distance to achieve demographic parity

Zhao, Xuan
116bd84c-8992-456c-a45d-412a6c73cc8f
Fabbrizzi, Simone
cdb984da-b571-4160-8c6f-049772d857d3
Reyero Lobo, Paula
7e87fcbb-91e7-48d8-8c08-f8cfc958dbb6
Ghodsi, Siamak
4defc866-e6a0-48f6-90cd-4e969f624bc3
Broelemann, Klaus
89abeda9-b4bf-4cd3-aa35-e0412560d5a1
Staab, Steffen
bf48d51b-bd11-4d58-8e1c-4e6e03b30c49
Kasneci, Gjergji
2991f0cd-5693-4843-9da5-af09e489ce7d
Zhao, Xuan
116bd84c-8992-456c-a45d-412a6c73cc8f
Fabbrizzi, Simone
cdb984da-b571-4160-8c6f-049772d857d3
Reyero Lobo, Paula
7e87fcbb-91e7-48d8-8c08-f8cfc958dbb6
Ghodsi, Siamak
4defc866-e6a0-48f6-90cd-4e969f624bc3
Broelemann, Klaus
89abeda9-b4bf-4cd3-aa35-e0412560d5a1
Staab, Steffen
bf48d51b-bd11-4d58-8e1c-4e6e03b30c49
Kasneci, Gjergji
2991f0cd-5693-4843-9da5-af09e489ce7d

Zhao, Xuan, Fabbrizzi, Simone, Reyero Lobo, Paula, Ghodsi, Siamak, Broelemann, Klaus, Staab, Steffen and Kasneci, Gjergji (2024) Reweighting guided by Wasserstein distance to achieve demographic parity. 2024 IEEE International Conference on Big Data, , Washington, United States. 13 - 15 Dec 2024. (In Press)

Record type: Conference or Workshop Item (Paper)

Abstract


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More information

Accepted/In Press date: 6 November 2024
Venue - Dates: 2024 IEEE International Conference on Big Data, , Washington, United States, 2024-12-13 - 2024-12-15

Identifiers

Local EPrints ID: 496670
URI: http://eprints.soton.ac.uk/id/eprint/496670
PURE UUID: a8987c15-329d-42ab-9000-7319a322042b
ORCID for Steffen Staab: ORCID iD orcid.org/0000-0002-0780-4154

Catalogue record

Date deposited: 07 Jan 2025 19:05
Last modified: 10 Jan 2025 02:53

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Contributors

Author: Xuan Zhao
Author: Simone Fabbrizzi
Author: Paula Reyero Lobo
Author: Siamak Ghodsi
Author: Klaus Broelemann
Author: Steffen Staab ORCID iD
Author: Gjergji Kasneci

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