'Choose your Data Wisely': Active Learning based Selection with Multi-Objective Optimisation for Mitigating Stereotypes-Reference-Cited by-同舟云学术

'Choose your Data Wisely': Active Learning based Selection with Multi-Objective Optimisation for Mitigating Stereotypes

Published:2023-10-21 Issue: Volume: Page:
ISSN:
Container-title:Proceedings of the 32nd ACM International Conference on Information and Knowledge Management
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Author:

Chandra Manish¹^ORCID,Ganguly Debasis¹^ORCID,Saha Tulika²^ORCID,Ounis Iadh¹^ORCID

Affiliation:

1. University of Glasgow, Glasgow, United Kingdom

2. University of Liverpool, Liverpool, United Kingdom

Publisher

ACM

Link

https://dl.acm.org/doi/pdf/10.1145/3583780.3615261

Reference41 articles.

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3. Alex Beutel , Jilin Chen , Zhe Zhao , and Ed H . Chi . 2017 . Data Decisions and Theoretical Implications when Adversarially Learning Fair Representations. ArXiv , Vol. abs/ 1707 .00075 (2017). Alex Beutel, Jilin Chen, Zhe Zhao, and Ed H. Chi. 2017. Data Decisions and Theoretical Implications when Adversarially Learning Fair Representations. ArXiv, Vol. abs/1707.00075 (2017).

4. Chandan Biswas , Debasis Ganguly , Partha Sarathi Mukherjee , Ujjwal Bhattacharya, and Yufang Hou. 2022 . Privacy-Aware Supervised Classification: An Informative Subspace Based Multi-Objective Approach. Pattern Recogn., Vol. 122 , C ( feb 2022), 8 pages. https://doi.org/10.1016/j.patcog.2021.108301 10.1016/j.patcog.2021.108301 Chandan Biswas, Debasis Ganguly, Partha Sarathi Mukherjee, Ujjwal Bhattacharya, and Yufang Hou. 2022. Privacy-Aware Supervised Classification: An Informative Subspace Based Multi-Objective Approach. Pattern Recogn., Vol. 122, C (feb 2022), 8 pages. https://doi.org/10.1016/j.patcog.2021.108301

5. Tolga Bolukbasi , Kai-Wei Chang , James Zou , Venkatesh Saligrama , and Adam Kalai . 2016 . Man is to Computer Programmer As Woman is to Homemaker? Debiasing Word Embeddings . In Proc. of NIPS 2016. 4356--4364. Tolga Bolukbasi, Kai-Wei Chang, James Zou, Venkatesh Saligrama, and Adam Kalai. 2016. Man is to Computer Programmer As Woman is to Homemaker? Debiasing Word Embeddings. In Proc. of NIPS 2016. 4356--4364.