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Isabel Valera · Study
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Author
Isabel Valera
11 works
· latest 2022
· 4 institutions
cluster: provisional
ORCID 0000-0002-6440-4376
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Citations
2,416
Works here
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22
Most cited in this library
Fairness Constraints: Mechanisms for Fair Classification
2015 · 644 citations
Fairness Beyond Disparate Treatment & Disparate Impact
2017 · 630 citations
Fairness Beyond Disparate Treatment & Disparate Impact: Learning Classification without Disparate Mistreatment
2016 · 559 citations
Fairness Constraints: A Flexible Approach for Fair Classification
2019 · 184 citations
From Parity to Preference-based Notions of Fairness in Classification
2017 · 121 citations
Works
11 shown
On the Fairness of Causal Algorithmic Recourse
Proceedings of the AAAI Conference on Artificial Intelligence
·
2022
·
6 authors
·
other
·
Open access
55
citations
Fair Decisions Despite Imperfect Predictions
·
2020
·
5 authors
24
citations
One-Network Adversarial Fairness
Proceedings of the AAAI Conference on Artificial Intelligence
·
2019
·
4 authors
·
other
·
Open access
95
citations
Improving Consequential Decision Making under Imperfect Predictions.
arXiv (Cornell University)
·
2019
·
5 authors
·
preprint
·
Open access
1
citations
Fairness Constraints: A Flexible Approach for Fair Classification
MPG.PuRe (Max Planck Society)
·
2019
·
4 authors
184
citations
From Parity to Preference-based Notions of Fairness in Classification
arXiv (Cornell University)
·
2017
·
5 authors
·
preprint
·
Open access
121
citations
Fairness Beyond Disparate Treatment & Disparate Impact
International World Wide Web Conference (WWW)
·
2017
·
4 authors
·
other
·
Open access
630
citations
Fairness Beyond Disparate Treatment & Disparate Impact: Learning Classification without Disparate Mistreatment
arXiv (Cornell University)
·
2016
·
4 authors
·
preprint
·
Open access
559
citations
Fairness Constraints: Mechanisms for Fair Classification
arXiv (Cornell University)
·
2015
·
4 authors
·
preprint
·
Open access
644
citations
Learning Fair Classifiers
MPG.PuRe (Max Planck Society)
·
2015
·
4 authors
·
report
·
Open access
75
citations
Fairness Constraints: A Mechanism for Fair Classification
·
2015
·
4 authors
28
citations