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Fairness Beyond Disparate Treatment & Disparate Impact: Learning Classification without Disparate Mistreatment

M. Zafar, I. Valera, M. Rodriguez, and K. Gummadi. arXiv, (März 2017)

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Bilal Zafar

Tasneem Zafar

Bassam Zafar

Salma Bilal

Erol Bilali

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Sampling Content from Online Social Networks: Comparing Random vs. Expert Sampling of the Twitter Stream.M. Zafar, P. Bhattacharya, N. Ganguly, K. Gummadi, and S. Ghosh. ACM Trans. Web, 9 (3): 12:1-12:33 (2015)Multi-objective Asynchronous Successive Halving.R. Schmucker, M. Donini, M. Zafar, D. Salinas, and C. Archambeau. CoRR, (2021)Quantifying Search Bias: Investigating Sources of Bias for Political Searches in Social Media.J. Kulshrestha, M. Eslami, J. Messias, M. Zafar, S. Ghosh, K. Gummadi, and K. Karahalios. CSCW, page 417-432. ACM, (2017)Amazon SageMaker Model Monitor: A System for Real-Time Insights into Deployed Machine Learning Models.D. Nigenda, Z. Karnin, M. Zafar, R. Ramesha, A. Tan, M. Donini, and K. Kenthapadi. KDD, page 3671-3681. ACM, (2022)Characterizing Information Diets of Social Media Users.J. Kulshrestha, M. Zafar, L. Noboa, K. Gummadi, and S. Ghosh. ICWSM, page 218-227. AAAI Press, (2015)Fairness Beyond Disparate Treatment & Disparate Impact: Learning Classification without Disparate MistreatmentM. Zafar, I. Valera, M. Rodriguez, and K. Gummadi. arXiv, (März 2017)Loss-Aversively Fair Classification.J. Ali, M. Zafar, A. Singla, and K. Gummadi. CoRR, (2021)On the Lack of Robust Interpretability of Neural Text Classifiers.M. Zafar, M. Donini, D. Slack, C. Archambeau, S. Das, and K. Kenthapadi. ACL/IJCNLP (Findings), volume ACL/IJCNLP 2021 of Findings of ACL, page 3730-3740. Association for Computational Linguistics, (2021)Evaluating Large Language Models with fmeval.P. Schwöbel, L. Franceschi, M. Zafar, K. Vasist, A. Malhotra, T. Shenhar, P. Tailor, P. Yilmaz, M. Diamond, and M. Donini. CoRR, (2024)Beyond Distributive Fairness in Algorithmic Decision Making: Feature Selection for Procedurally Fair Learning.N. Grgic-Hlaca, M. Zafar, K. Gummadi, and A. Weller. AAAI, page 51-60. AAAI Press, (2018)

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Disambiguation of "Zafar, Muhammad Bilal"

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Fairness Beyond Disparate Treatment & Disparate Impact: Learning Classification without Disparate Mistreatment

Please choose a person to relate this publication to

Bilal Zafar

Tasneem Zafar

Bassam Zafar

Salma Bilal

Erol Bilali

Other publications of authors with the same name

Disambiguation

BibSonomy

Disambiguation of "Zafar, Muhammad Bilal"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML Fairness Beyond Disparate Treatment & Disparate Impact: Learning Classification without Disparate Mistreatment

Please choose a person to relate this publication to

Bilal Zafar

Tasneem Zafar

Bassam Zafar

Salma Bilal

Erol Bilali

Other publications of authors with the same name

Disambiguation

copy delete add this publication to your clipboard
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history of this post
URL
DOI
BibTeX
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APA
Chicago
DIN 1505
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Fairness Beyond Disparate Treatment & Disparate Impact: Learning Classification without Disparate Mistreatment