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Venues (Conferences, Journals, ...)
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GrowBag graphs for keyword ? (Num. hits/coverage)
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Results
Found 11346 publication records. Showing 11346 according to the selection in the facets
Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
17 | Kunwoong Kim, Ilsang Ohn, Sara Kim, Yongdai Kim |
SLIDE: a surrogate fairness constraint to ensure fairness consistency. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2202.03165, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP BibTeX RDF |
|
17 | Mathieu Molina, Patrick Loiseau |
Bounding and Approximating Intersectional Fairness through Marginal Fairness. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2206.05828, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
17 | Xuran Li, Peng Wu 0002, Jing Su |
Accurate Fairness: Improving Individual Fairness without Trading Accuracy. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2205.08704, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
17 | Haotao Wang, Junyuan Hong, Jiayu Zhou, Zhangyang Wang |
How Robust is Your Fairness? Evaluating and Sustaining Fairness under Unseen Distribution Shifts. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2207.01168, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
17 | Furkan Gursoy, Ioannis A. Kakadiaris |
Error Parity Fairness: Testing for Group Fairness in Regression Tasks. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2208.08279, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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17 | Mostafa M. Mohamed, Björn W. Schuller |
Normalise for Fairness: A Simple Normalisation Technique for Fairness in Regression Machine Learning Problems. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2202.00993, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP BibTeX RDF |
|
17 | Lindsay Weinberg |
Rethinking Fairness: An Interdisciplinary Survey of Critiques of Hegemonic ML Fairness Approaches. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2205.04460, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
17 | Kunwoong Kim, Ilsang Ohn, Sara Kim, Yongdai Kim |
SLIDE: A surrogate fairness constraint to ensure fairness consistency. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Neural Networks ![In: Neural Networks 154, pp. 441-454, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
17 | Cameron Shelley |
The Fairness Impact Assessment: Conceptualizing Problems of Fairness in Technological Design. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Int. J. Technoethics ![In: Int. J. Technoethics 13(1), pp. 1-16, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
17 | Aili Shen, Xudong Han, Trevor Cohn, Timothy Baldwin, Lea Frermann |
Does Representational Fairness Imply Empirical Fairness? ![Search on Bibsonomy](Pics/bibsonomy.png) |
AACL/IJCNLP (Findings) ![In: Findings of the Association for Computational Linguistics: AACL-IJCNLP 2022, Online only, November 20-23, 2022, pp. 81-95, 2022, Association for Computational Linguistics, 978-1-959429-04-3. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP BibTeX RDF |
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17 | Zouying Cao, Lin Jiang, Xiaolei Zhou 0001, Shilin Zhu, Hai Wang, Shuai Wang 0008 |
Toward Multi-sided Fairness: A Fairness-Aware Order Dispatch System for Instant Delivery Service. ![Search on Bibsonomy](Pics/bibsonomy.png) |
WASA (2) ![In: Wireless Algorithms, Systems, and Applications - 17th International Conference, WASA 2022, Dalian, China, November 24-26, 2022, Proceedings, Part II, pp. 303-316, 2022, Springer, 978-3-031-19213-5. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
17 | Mathieu Molina, Patrick Loiseau |
Bounding and Approximating Intersectional Fairness through Marginal Fairness. ![Search on Bibsonomy](Pics/bibsonomy.png) |
NeurIPS ![In: Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022., 2022, 9781713871088. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP BibTeX RDF |
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17 | Otmane Azeroual, Joachim Schöpfel, Janne Pölönen, Anastasija Nikiforova |
Putting FAIR Principles in the Context of Research Information: FAIRness for CRIS and CRIS for FAIRness. ![Search on Bibsonomy](Pics/bibsonomy.png) |
KDIR ![In: Proceedings of the 14th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, IC3K 2022, Volume 3: KMIS, Valletta, Malta, October 24-26, 2022., pp. 63-71, 2022, SCITEPRESS, 978-989-758-614-9. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
17 | Ioana Baldini, Dennis Wei, Karthikeyan Natesan Ramamurthy, Moninder Singh, Mikhail Yurochkin |
Your fairness may vary: Pretrained language model fairness in toxic text classification. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ACL (Findings) ![In: Findings of the Association for Computational Linguistics: ACL 2022, Dublin, Ireland, May 22-27, 2022., pp. 2245-2262, 2022, Association for Computational Linguistics, 978-1-955917-25-4. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
17 | Ruta Binkyte, Karima Makhlouf, Carlos Pinzón, Sami Zhioua, Catuscia Palamidessi |
Causal Discovery for Fairness. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AFCP ![In: Algorithmic Fairness through the Lens of Causality and Privacy Workshop, AFCP 2022, New Orleans, LA, USA (hybrid), 03 December 2022, pp. 7-22, 2022, PMLR. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP BibTeX RDF |
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17 | Awa Dieng, Miriam Rateike, Golnoosh Farnadi, Ferdinando Fioretto, Matt J. Kusner, Jessica Schrouff |
Algorithmic Fairness through the Lens of Causality and Privacy (AFCP) 2022. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AFCP ![In: Algorithmic Fairness through the Lens of Causality and Privacy Workshop, AFCP 2022, New Orleans, LA, USA (hybrid), 03 December 2022, pp. 1-6, 2022, PMLR. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP BibTeX RDF |
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17 | Aparna Balagopalan, Haoran Zhang 0003, Kimia Hamidieh, Thomas Hartvigsen, Frank Rudzicz, Marzyeh Ghassemi |
The Road to Explainability is Paved with Bias: Measuring the Fairness of Explanations. ![Search on Bibsonomy](Pics/bibsonomy.png) |
FAccT ![In: FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21 - 24, 2022, pp. 1194-1206, 2022, ACM, 978-1-4503-9352-2. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
17 | Pola Schwöbel, Peter Remmers |
The Long Arc of Fairness: Formalisations and Ethical Discourse. ![Search on Bibsonomy](Pics/bibsonomy.png) |
FAccT ![In: FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21 - 24, 2022, pp. 2179-2188, 2022, ACM, 978-1-4503-9352-2. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
17 | Wonyoung So, Pranay Lohia, Rakesh Pimplikar, A. E. Hosoi, Catherine D'Ignazio |
Beyond Fairness: Reparative Algorithms to Address Historical Injustices of Housing Discrimination in the US. ![Search on Bibsonomy](Pics/bibsonomy.png) |
FAccT ![In: FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21 - 24, 2022, pp. 988-1004, 2022, ACM, 978-1-4503-9352-2. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
17 | Xiuling Wang, Wendy Hui Wang |
Providing Item-side Individual Fairness for Deep Recommender Systems. ![Search on Bibsonomy](Pics/bibsonomy.png) |
FAccT ![In: FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21 - 24, 2022, pp. 117-127, 2022, ACM, 978-1-4503-9352-2. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
17 | Preetam Nandy, Cyrus DiCiccio, Divya Venugopalan, Heloise Logan, Kinjal Basu 0001, Noureddine El Karoui |
Achieving Fairness via Post-Processing in Web-Scale Recommender Systems✱. ![Search on Bibsonomy](Pics/bibsonomy.png) |
FAccT ![In: FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21 - 24, 2022, pp. 715-725, 2022, ACM, 978-1-4503-9352-2. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
17 | Jakob Schoeffer, Niklas Kühl 0001, Yvette Machowski |
"There Is Not Enough Information": On the Effects of Explanations on Perceptions of Informational Fairness and Trustworthiness in Automated Decision-Making. ![Search on Bibsonomy](Pics/bibsonomy.png) |
FAccT ![In: FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21 - 24, 2022, pp. 1616-1628, 2022, ACM, 978-1-4503-9352-2. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
17 | Przemyslaw A. Grabowicz, Nicholas Perello, Aarshee Mishra |
Marrying Fairness and Explainability in Supervised Learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
FAccT ![In: FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21 - 24, 2022, pp. 1905-1916, 2022, ACM, 978-1-4503-9352-2. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
17 | Michele Loi, Christoph Heitz |
Is calibration a fairness requirement?: An argument from the point of view of moral philosophy and decision theory. ![Search on Bibsonomy](Pics/bibsonomy.png) |
FAccT ![In: FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21 - 24, 2022, pp. 2026-2034, 2022, ACM, 978-1-4503-9352-2. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
17 | Ziwei Wu, Jingrui He |
Fairness-aware Model-agnostic Positive and Unlabeled Learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
FAccT ![In: FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21 - 24, 2022, pp. 1698-1708, 2022, ACM, 978-1-4503-9352-2. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
17 | Priya Goyal, Adriana Romero-Soriano, Caner Hazirbas, Levent Sagun, Nicolas Usunier |
Fairness Indicators for Systematic Assessments of Visual Feature Extractors. ![Search on Bibsonomy](Pics/bibsonomy.png) |
FAccT ![In: FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21 - 24, 2022, pp. 70-88, 2022, ACM, 978-1-4503-9352-2. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
17 | Amr Sharaf, Hal Daumé III, Renkun Ni |
Promoting Fairness in Learned Models by Learning to Active Learn under Parity Constraints. ![Search on Bibsonomy](Pics/bibsonomy.png) |
FAccT ![In: FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21 - 24, 2022, pp. 2149-2156, 2022, ACM, 978-1-4503-9352-2. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
17 | Bryce McLaughlin, Jann Spiess, Talia Gillis |
On the Fairness of Machine-Assisted Human Decisions. ![Search on Bibsonomy](Pics/bibsonomy.png) |
FAccT ![In: FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21 - 24, 2022, pp. 890, 2022, ACM, 978-1-4503-9352-2. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
17 | Stephen Pfohl, Yizhe Xu, Agata Foryciarz, Nikolaos Ignatiadis, Julian Genkins, Nigam Shah |
Net benefit, calibration, threshold selection, and training objectives for algorithmic fairness in healthcare. ![Search on Bibsonomy](Pics/bibsonomy.png) |
FAccT ![In: FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21 - 24, 2022, pp. 1039-1052, 2022, ACM, 978-1-4503-9352-2. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
17 | Marilyn Zhang |
Affirmative Algorithms: Relational Equality as Algorithmic Fairness. ![Search on Bibsonomy](Pics/bibsonomy.png) |
FAccT ![In: FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21 - 24, 2022, pp. 495-507, 2022, ACM, 978-1-4503-9352-2. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
17 | Wesley Hanwen Deng, Manish Nagireddy, Michelle Seng Ah Lee, Jatinder Singh, Zhiwei Steven Wu, Kenneth Holstein, Haiyi Zhu |
Exploring How Machine Learning Practitioners (Try To) Use Fairness Toolkits. ![Search on Bibsonomy](Pics/bibsonomy.png) |
FAccT ![In: FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21 - 24, 2022, pp. 473-484, 2022, ACM, 978-1-4503-9352-2. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
17 | Azin Ghazimatin, Matthäus Kleindessner, Chris Russell 0001, Ziawasch Abedjan, Jacek Golebiowski |
Measuring Fairness of Rankings under Noisy Sensitive Information. ![Search on Bibsonomy](Pics/bibsonomy.png) |
FAccT ![In: FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21 - 24, 2022, pp. 2263-2279, 2022, ACM, 978-1-4503-9352-2. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
17 | Tasfia Mashiat, Xavier Gitiaux, Huzefa Rangwala, Patrick J. Fowler, Sanmay Das |
Trade-offs between Group Fairness Metrics in Societal Resource Allocation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
FAccT ![In: FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21 - 24, 2022, pp. 1095-1105, 2022, ACM, 978-1-4503-9352-2. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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17 | Ioannis Pastaltzidis, Nikolaos Dimitriou, Katherine Quezada-Tavarez, Stergios Aidinlis, Thomas Marquenie, Agata Gurzawska, Dimitrios Tzovaras |
Data augmentation for fairness-aware machine learning: Preventing algorithmic bias in law enforcement systems. ![Search on Bibsonomy](Pics/bibsonomy.png) |
FAccT ![In: FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21 - 24, 2022, pp. 2302-2314, 2022, ACM, 978-1-4503-9352-2. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
17 | Avrim Blum, Kevin Stangl, Ali Vakilian |
Multi Stage Screening: Enforcing Fairness and Maximizing Efficiency in a Pre-Existing Pipeline. ![Search on Bibsonomy](Pics/bibsonomy.png) |
FAccT ![In: FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21 - 24, 2022, pp. 1178-1193, 2022, ACM, 978-1-4503-9352-2. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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17 | Afroditi Papadaki, Natalia Martínez, Martín Bertrán, Guillermo Sapiro, Miguel R. D. Rodrigues |
Minimax Demographic Group Fairness in Federated Learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
FAccT ![In: FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21 - 24, 2022, pp. 142-159, 2022, ACM, 978-1-4503-9352-2. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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17 | Eleonora Viganò, Corinna Hertweck, Christoph Heitz, Michele Loi |
People are not coins: Morally distinct types of predictions necessitate different fairness constraints. ![Search on Bibsonomy](Pics/bibsonomy.png) |
FAccT ![In: FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21 - 24, 2022, pp. 2293-2301, 2022, ACM, 978-1-4503-9352-2. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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17 | Joachim Baumann 0002, Anikó Hannák, Christoph Heitz |
Enforcing Group Fairness in Algorithmic Decision Making: Utility Maximization Under Sufficiency. ![Search on Bibsonomy](Pics/bibsonomy.png) |
FAccT ![In: FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21 - 24, 2022, pp. 2315-2326, 2022, ACM, 978-1-4503-9352-2. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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17 | Hortense Fong, Vineet Kumar 0006, Anay Mehrotra, Nisheeth K. Vishnoi |
Fairness for AUC via Feature Augmentation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
FAccT ![In: FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21 - 24, 2022, pp. 610, 2022, ACM, 978-1-4503-9352-2. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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17 | Emily Diana, Wesley Gill, Michael Kearns, Krishnaram Kenthapadi, Aaron Roth 0001, Saeed Sharifi-Malvajerdi |
Multiaccurate Proxies for Downstream Fairness. ![Search on Bibsonomy](Pics/bibsonomy.png) |
FAccT ![In: FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21 - 24, 2022, pp. 1207-1239, 2022, ACM, 978-1-4503-9352-2. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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17 | Nicolas Usunier, Virginie Do, Elvis Dohmatob |
Fast online ranking with fairness of exposure. ![Search on Bibsonomy](Pics/bibsonomy.png) |
FAccT ![In: FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21 - 24, 2022, pp. 2157-2167, 2022, ACM, 978-1-4503-9352-2. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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17 | Sandipan Sikdar, Florian Lemmerich, Markus Strohmaier |
GetFair: Generalized Fairness Tuning of Classification Models. ![Search on Bibsonomy](Pics/bibsonomy.png) |
FAccT ![In: FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21 - 24, 2022, pp. 289-299, 2022, ACM, 978-1-4503-9352-2. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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17 | Isabel Chien, Nina Deliu, Richard E. Turner, Adrian Weller, Sofia S. Villar, Niki Kilbertus |
Multi-disciplinary fairness considerations in machine learning for clinical trials. ![Search on Bibsonomy](Pics/bibsonomy.png) |
FAccT ![In: FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21 - 24, 2022, pp. 906-924, 2022, ACM, 978-1-4503-9352-2. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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17 | Giordano d'Aloisio, Giovanni Stilo, Antinisca Di Marco, Andrea D'Angelo |
Enhancing Fairness in Classification Tasks with Multiple Variables: A Data- and Model-Agnostic Approach. ![Search on Bibsonomy](Pics/bibsonomy.png) |
BIAS ![In: Advances in Bias and Fairness in Information Retrieval - Third International Workshop, BIAS 2022, Stavanger, Norway, April 10, 2022, Revised Selected Papers, pp. 117-129, 2022, Springer, 978-3-031-09315-9. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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17 | Hadis Anahideh, Nazanin Nezami, Abolfazl Asudeh |
On the Choice of Fairness: Finding Representative Fairness Metrics for a Given Context. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2109.05697, 2021. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP BibTeX RDF |
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17 | Becky Mashaido, Winston Moh Tangongho |
A Tale of Fairness Revisited: Beyond Adversarial Learning for Deep Neural Network Fairness. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2101.02831, 2021. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP BibTeX RDF |
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17 | Chloé Bakalar, Renata Barreto, Stevie Bergman, Miranda Bogen, Bobbie Chern, Sam Corbett-Davies, Melissa Hall, Isabel Kloumann, Michelle Lam, Joaquin Quiñonero Candela, Manish Raghavan, Joshua Simons, Jonathan Tannen, Edmund Tong, Kate Vredenburgh, Jiejing Zhao |
Fairness On The Ground: Applying Algorithmic Fairness Approaches to Production Systems. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2103.06172, 2021. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP BibTeX RDF |
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17 | Jakob Schöffer, Niklas Kühl 0001 |
Appropriate Fairness Perceptions? On the Effectiveness of Explanations in Enabling People to Assess the Fairness of Automated Decision Systems. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2108.06500, 2021. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP BibTeX RDF |
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17 | David García-Soriano, Francesco Bonchi |
Maxmin-Fair Ranking: Individual Fairness under Group-Fairness Constraints. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2106.08652, 2021. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP BibTeX RDF |
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17 | Yada Pruksachatkun, Satyapriya Krishna, Jwala Dhamala, Rahul Gupta 0001, Kai-Wei Chang |
Does Robustness Improve Fairness? Approaching Fairness with Word Substitution Robustness Methods for Text Classification. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2106.10826, 2021. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP BibTeX RDF |
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17 | Mukund Telukunta, Venkata Sriram Siddhardh Nadendla |
Non-Comparative Fairness for Human-Auditing and Its Relation to Traditional Fairness Notions. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2107.01277, 2021. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP BibTeX RDF |
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17 | Anurag Shandilya, Abhisek Dash, Abhijnan Chakraborty, Kripabandhu Ghosh, Saptarshi Ghosh 0001 |
Fairness for Whom? Understanding the Reader's Perception of Fairness in Text Summarization. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2101.12406, 2021. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP BibTeX RDF |
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17 | Weishen Pan, Sen Cui, Jiang Bian 0001, Changshui Zhang, Fei Wang 0001 |
Explaining Algorithmic Fairness Through Fairness-Aware Causal Path Decomposition. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2108.05335, 2021. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP BibTeX RDF |
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17 | Ioana Baldini, Dennis Wei, Karthikeyan Natesan Ramamurthy, Mikhail Yurochkin, Moninder Singh |
Your fairness may vary: Group fairness of pretrained language models in toxic text classification. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2108.01250, 2021. The full citation details ...](Pics/full.jpeg) |
2021 |
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17 | Jakob Schöffer, Niklas Kühl 0001 |
Appropriate Fairness Perceptions? On the Effectiveness of Explanations in Enabling People to Assess the Fairness of Automated Decision Systems. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CSCW Companion ![In: Companion Publication of the 2021 ACM Conference on Computer Supported Cooperative Work and Social Computing, CSCW 2021, Virtual Event, USA, October 23-27, 2021, pp. 153-157, 2021, ACM, 978-1-4503-8479-7. The full citation details ...](Pics/full.jpeg) |
2021 |
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17 | Xia Xu, Hui Zhang 0055, Chunming Yang, Xujian Zhao, Bo Li 0065 |
Fairness constraint of Fuzzy C-means Clustering improves clustering fairness. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ACML ![In: Asian Conference on Machine Learning, ACML 2021, 17-19 November 2021, Virtual Event., pp. 113-128, 2021, PMLR. The full citation details ...](Pics/full.jpeg) |
2021 |
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17 | Weishen Pan, Sen Cui, Jiang Bian 0001, Changshui Zhang, Fei Wang 0001 |
Explaining Algorithmic Fairness Through Fairness-Aware Causal Path Decomposition. ![Search on Bibsonomy](Pics/bibsonomy.png) |
KDD ![In: KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Virtual Event, Singapore, August 14-18, 2021, pp. 1287-1297, 2021, ACM, 978-1-4503-8332-5. The full citation details ...](Pics/full.jpeg) |
2021 |
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17 | David García-Soriano, Francesco Bonchi |
Maxmin-Fair Ranking: Individual Fairness under Group-Fairness Constraints. ![Search on Bibsonomy](Pics/bibsonomy.png) |
KDD ![In: KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Virtual Event, Singapore, August 14-18, 2021, pp. 436-446, 2021, ACM, 978-1-4503-8332-5. The full citation details ...](Pics/full.jpeg) |
2021 |
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17 | Lequn Wang, Thorsten Joachims |
User Fairness, Item Fairness, and Diversity for Rankings in Two-Sided Markets. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICTIR ![In: ICTIR '21: The 2021 ACM SIGIR International Conference on the Theory of Information Retrieval, Virtual Event, Canada, July 11, 2021, pp. 23-41, 2021, ACM, 978-1-4503-8611-1. The full citation details ...](Pics/full.jpeg) |
2021 |
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17 | Xuezhi Wang 0002, Nithum Thain, Anu Sinha, Flavien Prost, Ed H. Chi, Jilin Chen, Alex Beutel |
Practical Compositional Fairness: Understanding Fairness in Multi-Component Recommender Systems. ![Search on Bibsonomy](Pics/bibsonomy.png) |
WSDM ![In: WSDM '21, The Fourteenth ACM International Conference on Web Search and Data Mining, Virtual Event, Israel, March 8-12, 2021, pp. 436-444, 2021, ACM, 978-1-4503-8297-7. The full citation details ...](Pics/full.jpeg) |
2021 |
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17 | Clinton Castro, David O'Brien, Ben Schwan |
Fairness and Machine Fairness. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AIES ![In: AIES '21: AAAI/ACM Conference on AI, Ethics, and Society, Virtual Event, USA, May 19-21, 2021, pp. 446, 2021, ACM, 978-1-4503-8473-5. The full citation details ...](Pics/full.jpeg) |
2021 |
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17 | Yada Pruksachatkun, Satyapriya Krishna, Jwala Dhamala, Rahul Gupta 0001, Kai-Wei Chang |
Does Robustness Improve Fairness? Approaching Fairness with Word Substitution Robustness Methods for Text Classification. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ACL/IJCNLP (Findings) ![In: Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, Online Event, August 1-6, 2021, pp. 3320-3331, 2021, Association for Computational Linguistics, 978-1-954085-54-1. The full citation details ...](Pics/full.jpeg) |
2021 |
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17 | Aparna R. Joshi, Xavier Suau Cuadros, Nivedha Sivakumar, Luca Zappella, Nicholas Apostoloff |
Fair SA: Sensitivity Analysis for Fairness in Face Recognition. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AFCR ![In: Algorithmic Fairness through the Lens of Causality and Robustness Workshop, AFCR 2021, virtual, December 13, 2021., pp. 40-58, 2021, PMLR. The full citation details ...](Pics/full.jpeg) |
2021 |
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17 | Nikola Konstantinov, Christoph H. Lampert |
On the Impossibility of Fairness-Aware Learning from Corrupted Data. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AFCR ![In: Algorithmic Fairness through the Lens of Causality and Robustness Workshop, AFCR 2021, virtual, December 13, 2021., pp. 59-83, 2021, PMLR. The full citation details ...](Pics/full.jpeg) |
2021 |
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17 | Jessica Schrouff, Awa Dieng, Miriam Rateike, Kweku Kwegyir-Aggrey, Golnoosh Farnadi |
Algorithmic Fairness through the Lens of Causality and Robustness (AFCR) 2021. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AFCR ![In: Algorithmic Fairness through the Lens of Causality and Robustness Workshop, AFCR 2021, virtual, December 13, 2021., pp. 1-5, 2021, PMLR. The full citation details ...](Pics/full.jpeg) |
2021 |
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17 | Victoria Cheng, Vinith M. Suriyakumar, Natalie Dullerud, Shalmali Joshi, Marzyeh Ghassemi |
Can You Fake It Until You Make It?: Impacts of Differentially Private Synthetic Data on Downstream Classification Fairness. ![Search on Bibsonomy](Pics/bibsonomy.png) |
FAccT ![In: FAccT '21: 2021 ACM Conference on Fairness, Accountability, and Transparency, Virtual Event / Toronto, Canada, March 3-10, 2021, pp. 149-160, 2021, ACM, 978-1-4503-8309-7. The full citation details ...](Pics/full.jpeg) |
2021 |
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17 | Bahar Taskesen, Jose H. Blanchet, Daniel Kuhn 0001, Viet Anh Nguyen |
A Statistical Test for Probabilistic Fairness. ![Search on Bibsonomy](Pics/bibsonomy.png) |
FAccT ![In: FAccT '21: 2021 ACM Conference on Fairness, Accountability, and Transparency, Virtual Event / Toronto, Canada, March 3-10, 2021, pp. 648-665, 2021, ACM, 978-1-4503-8309-7. The full citation details ...](Pics/full.jpeg) |
2021 |
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17 | Maria Kasinidou, Styliani Kleanthous, Pinar Barlas, Jahna Otterbacher |
I agree with the decision, but they didn't deserve this: Future Developers' Perception of Fairness in Algorithmic Decisions. ![Search on Bibsonomy](Pics/bibsonomy.png) |
FAccT ![In: FAccT '21: 2021 ACM Conference on Fairness, Accountability, and Transparency, Virtual Event / Toronto, Canada, March 3-10, 2021, pp. 690-700, 2021, ACM, 978-1-4503-8309-7. The full citation details ...](Pics/full.jpeg) |
2021 |
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17 | Kathleen Creel, Deborah Hellman |
The Algorithmic Leviathan: Arbitrariness, Fairness, and Opportunity in Algorithmic Decision Making Systems. ![Search on Bibsonomy](Pics/bibsonomy.png) |
FAccT ![In: FAccT '21: 2021 ACM Conference on Fairness, Accountability, and Transparency, Virtual Event / Toronto, Canada, March 3-10, 2021, pp. 816, 2021, ACM, 978-1-4503-8309-7. The full citation details ...](Pics/full.jpeg) |
2021 |
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17 | Vedant Nanda, Samuel Dooley, Sahil Singla 0002, Soheil Feizi, John P. Dickerson |
Fairness Through Robustness: Investigating Robustness Disparity in Deep Learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
FAccT ![In: FAccT '21: 2021 ACM Conference on Fairness, Accountability, and Transparency, Virtual Event / Toronto, Canada, March 3-10, 2021, pp. 466-477, 2021, ACM, 978-1-4503-8309-7. The full citation details ...](Pics/full.jpeg) |
2021 |
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17 | Nithya Sambasivan, Erin Arnesen, Ben Hutchinson, Tulsee Doshi, Vinodkumar Prabhakaran |
Re-imagining Algorithmic Fairness in India and Beyond. ![Search on Bibsonomy](Pics/bibsonomy.png) |
FAccT ![In: FAccT '21: 2021 ACM Conference on Fairness, Accountability, and Transparency, Virtual Event / Toronto, Canada, March 3-10, 2021, pp. 315-328, 2021, ACM, 978-1-4503-8309-7. The full citation details ...](Pics/full.jpeg) |
2021 |
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17 | Maximilian Kasy, Rediet Abebe |
Fairness, Equality, and Power in Algorithmic Decision-Making. ![Search on Bibsonomy](Pics/bibsonomy.png) |
FAccT ![In: FAccT '21: 2021 ACM Conference on Fairness, Accountability, and Transparency, Virtual Event / Toronto, Canada, March 3-10, 2021, pp. 576-586, 2021, ACM, 978-1-4503-8309-7. The full citation details ...](Pics/full.jpeg) |
2021 |
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17 | Pranjal Awasthi, Alex Beutel, Matthäus Kleindessner, Jamie Morgenstern, Xuezhi Wang 0002 |
Evaluating Fairness of Machine Learning Models Under Uncertain and Incomplete Information. ![Search on Bibsonomy](Pics/bibsonomy.png) |
FAccT ![In: FAccT '21: 2021 ACM Conference on Fairness, Accountability, and Transparency, Virtual Event / Toronto, Canada, March 3-10, 2021, pp. 206-214, 2021, ACM, 978-1-4503-8309-7. The full citation details ...](Pics/full.jpeg) |
2021 |
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17 | Angela E. Kilby |
Algorithmic Fairness in Predicting Opioid Use Disorder using Machine Learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
FAccT ![In: FAccT '21: 2021 ACM Conference on Fairness, Accountability, and Transparency, Virtual Event / Toronto, Canada, March 3-10, 2021, pp. 272, 2021, ACM, 978-1-4503-8309-7. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
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17 | Abigail Z. Jacobs |
Measurement and Fairness. ![Search on Bibsonomy](Pics/bibsonomy.png) |
FAccT ![In: FAccT '21: 2021 ACM Conference on Fairness, Accountability, and Transparency, Virtual Event / Toronto, Canada, March 3-10, 2021, pp. 375-385, 2021, ACM, 978-1-4503-8309-7. The full citation details ...](Pics/full.jpeg) |
2021 |
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17 | Nathan Kallus, Angela Zhou |
Fairness, Welfare, and Equity in Personalized Pricing. ![Search on Bibsonomy](Pics/bibsonomy.png) |
FAccT ![In: FAccT '21: 2021 ACM Conference on Fairness, Accountability, and Transparency, Virtual Event / Toronto, Canada, March 3-10, 2021, pp. 296-314, 2021, ACM, 978-1-4503-8309-7. The full citation details ...](Pics/full.jpeg) |
2021 |
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17 | Jessie Finocchiaro, Roland Maio, Faidra Monachou, Gourab K. Patro, Manish Raghavan, Ana-Andreea Stoica, Stratis Tsirtsis |
Bridging Machine Learning and Mechanism Design towards Algorithmic Fairness. ![Search on Bibsonomy](Pics/bibsonomy.png) |
FAccT ![In: FAccT '21: 2021 ACM Conference on Fairness, Accountability, and Transparency, Virtual Event / Toronto, Canada, March 3-10, 2021, pp. 489-503, 2021, ACM, 978-1-4503-8309-7. The full citation details ...](Pics/full.jpeg) |
2021 |
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17 | Kate Donahue, Solon Barocas |
Better Together?: How Externalities of Size Complicate Notions of Solidarity and Actuarial Fairness. ![Search on Bibsonomy](Pics/bibsonomy.png) |
FAccT ![In: FAccT '21: 2021 ACM Conference on Fairness, Accountability, and Transparency, Virtual Event / Toronto, Canada, March 3-10, 2021, pp. 185-195, 2021, ACM, 978-1-4503-8309-7. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
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17 | Tim Räz |
Group Fairness: Independence Revisited. ![Search on Bibsonomy](Pics/bibsonomy.png) |
FAccT ![In: FAccT '21: 2021 ACM Conference on Fairness, Accountability, and Transparency, Virtual Event / Toronto, Canada, March 3-10, 2021, pp. 129-137, 2021, ACM, 978-1-4503-8309-7. The full citation details ...](Pics/full.jpeg) |
2021 |
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17 | McKane Andrus, Elena Spitzer, Jeffrey Brown, Alice Xiang |
What We Can't Measure, We Can't Understand: Challenges to Demographic Data Procurement in the Pursuit of Fairness. ![Search on Bibsonomy](Pics/bibsonomy.png) |
FAccT ![In: FAccT '21: 2021 ACM Conference on Fairness, Accountability, and Transparency, Virtual Event / Toronto, Canada, March 3-10, 2021, pp. 249-260, 2021, ACM, 978-1-4503-8309-7. The full citation details ...](Pics/full.jpeg) |
2021 |
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17 | Alan Mishler, Edward H. Kennedy, Alexandra Chouldechova |
Fairness in Risk Assessment Instruments: Post-Processing to Achieve Counterfactual Equalized Odds. ![Search on Bibsonomy](Pics/bibsonomy.png) |
FAccT ![In: FAccT '21: 2021 ACM Conference on Fairness, Accountability, and Transparency, Virtual Event / Toronto, Canada, March 3-10, 2021, pp. 386-400, 2021, ACM, 978-1-4503-8309-7. The full citation details ...](Pics/full.jpeg) |
2021 |
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17 | Harvineet Singh, Rina Singh, Vishwali Mhasawade, Rumi Chunara |
Fairness Violations and Mitigation under Covariate Shift. ![Search on Bibsonomy](Pics/bibsonomy.png) |
FAccT ![In: FAccT '21: 2021 ACM Conference on Fairness, Accountability, and Transparency, Virtual Event / Toronto, Canada, March 3-10, 2021, pp. 3-13, 2021, ACM, 978-1-4503-8309-7. The full citation details ...](Pics/full.jpeg) |
2021 |
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17 | Maxime C. Cohen, Adam N. Elmachtoub, Xiao Lei |
Price Discrimination with Fairness Constraints. ![Search on Bibsonomy](Pics/bibsonomy.png) |
FAccT ![In: FAccT '21: 2021 ACM Conference on Fairness, Accountability, and Transparency, Virtual Event / Toronto, Canada, March 3-10, 2021, pp. 2, 2021, ACM, 978-1-4503-8309-7. The full citation details ...](Pics/full.jpeg) |
2021 |
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17 | Yunhe Feng, Daniel Saelid, Ke Li, Ruoyuan Gao, Chirag Shah |
Towards Fairness-Aware Ranking by Defining Latent Groups Using Inferred Features. ![Search on Bibsonomy](Pics/bibsonomy.png) |
BIAS ![In: Advances in Bias and Fairness in Information Retrieval - Second International Workshop on Algorithmic Bias in Search and Recommendation, BIAS 2021, Lucca, Italy, April 1, 2021, Proceedings, pp. 1-8, 2021, Springer, 978-3-030-78817-9. The full citation details ...](Pics/full.jpeg) |
2021 |
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17 | Nripsuta Ani Saxena, Karen Huang, Evan DeFilippis, Goran Radanovic, David C. Parkes, Yang Liu 0018 |
How do fairness definitions fare? Testing public attitudes towards three algorithmic definitions of fairness in loan allocations. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Artif. Intell. ![In: Artif. Intell. 283, pp. 103238, 2020. The full citation details ...](Pics/full.jpeg) |
2020 |
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17 | Disi Ji, Padhraic Smyth, Mark Steyvers |
Can I Trust My Fairness Metric? Assessing Fairness with Unlabeled Data and Bayesian Inference. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2010.09851, 2020. The full citation details ...](Pics/full.jpeg) |
2020 |
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17 | Tong Wang, Maytal Saar-Tsechansky |
Augmented Fairness: An Interpretable Model Augmenting Decision-Makers' Fairness. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2011.08398, 2020. The full citation details ...](Pics/full.jpeg) |
2020 |
DBLP BibTeX RDF |
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17 | Robert Long |
Fairness in machine learning: against false positive rate equality as a measure of fairness. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2007.02890, 2020. The full citation details ...](Pics/full.jpeg) |
2020 |
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17 | Klaus Kursawe |
Wendy, the Good Little Fairness Widget: Achieving Order Fairness for Blockchains. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AFT ![In: AFT '20: 2nd ACM Conference on Advances in Financial Technologies, New York, NY, USA, October 21-23, 2020, pp. 25-36, 2020, ACM, 978-1-4503-8139-0. The full citation details ...](Pics/full.jpeg) |
2020 |
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17 | Anurag Shandilya, Abhisek Dash, Abhijnan Chakraborty, Kripabandhu Ghosh, Saptarshi Ghosh 0001 |
Fairness for Whom? Understanding the Reader's Perception of Fairness in Text Summarization. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE BigData ![In: 2020 IEEE International Conference on Big Data (IEEE BigData 2020), Atlanta, GA, USA, December 10-13, 2020, pp. 3692-3701, 2020, IEEE, 978-1-7281-6251-5. The full citation details ...](Pics/full.jpeg) |
2020 |
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17 | Disi Ji, Padhraic Smyth, Mark Steyvers |
Can I Trust My Fairness Metric? Assessing Fairness with Unlabeled Data and Bayesian Inference. ![Search on Bibsonomy](Pics/bibsonomy.png) |
NeurIPS ![In: Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, NeurIPS 2020, December 6-12, 2020, virtual., 2020. The full citation details ...](Pics/full.jpeg) |
2020 |
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17 | Benjamin Aminof, Giuseppe De Giacomo, Sasha Rubin |
Stochastic Fairness and Language-Theoretic Fairness in Planning in Nondeterministic Domains. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICAPS ![In: Proceedings of the Thirtieth International Conference on Automated Planning and Scheduling, Nancy, France, October 26-30, 2020, pp. 20-28, 2020, AAAI Press, 978-1-57735-824-4. The full citation details ...](Pics/full.jpeg) |
2020 |
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17 | Michael P. Kim, Aleksandra Korolova, Guy N. Rothblum, Gal Yona |
Preference-informed fairness. ![Search on Bibsonomy](Pics/bibsonomy.png) |
FAT* ![In: FAT* '20: Conference on Fairness, Accountability, and Transparency, Barcelona, Spain, January 27-30, 2020, pp. 546, 2020, ACM, 978-1-4503-6936-7. The full citation details ...](Pics/full.jpeg) |
2020 |
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17 | Muhammad Aurangzeb Ahmad, Ankur Teredesai, Carly Eckert |
Fairness, accountability, transparency in AI at scale: lessons from national programs. ![Search on Bibsonomy](Pics/bibsonomy.png) |
FAT* ![In: FAT* '20: Conference on Fairness, Accountability, and Transparency, Barcelona, Spain, January 27-30, 2020, pp. 690, 2020, ACM, 978-1-4503-6936-7. The full citation details ...](Pics/full.jpeg) |
2020 |
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17 | Kate Donahue, Jon M. Kleinberg |
Fairness and utilization in allocating resources with uncertain demand. ![Search on Bibsonomy](Pics/bibsonomy.png) |
FAT* ![In: FAT* '20: Conference on Fairness, Accountability, and Transparency, Barcelona, Spain, January 27-30, 2020, pp. 658-668, 2020, ACM, 978-1-4503-6936-7. The full citation details ...](Pics/full.jpeg) |
2020 |
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17 | Ben Green 0002 |
The false promise of risk assessments: epistemic reform and the limits of fairness. ![Search on Bibsonomy](Pics/bibsonomy.png) |
FAT* ![In: FAT* '20: Conference on Fairness, Accountability, and Transparency, Barcelona, Spain, January 27-30, 2020, pp. 594-606, 2020, ACM, 978-1-4503-6936-7. The full citation details ...](Pics/full.jpeg) |
2020 |
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17 | Alexandra Reeve Givens, Meredith Ringel Morris |
Centering disability perspectives in algorithmic fairness, accountability, & transparency. ![Search on Bibsonomy](Pics/bibsonomy.png) |
FAT* ![In: FAT* '20: Conference on Fairness, Accountability, and Transparency, Barcelona, Spain, January 27-30, 2020, pp. 684, 2020, ACM, 978-1-4503-6936-7. The full citation details ...](Pics/full.jpeg) |
2020 |
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17 | Nathan Kallus, Xiaojie Mao, Angela Zhou |
Assessing algorithmic fairness with unobserved protected class using data combination. ![Search on Bibsonomy](Pics/bibsonomy.png) |
FAT* ![In: FAT* '20: Conference on Fairness, Accountability, and Transparency, Barcelona, Spain, January 27-30, 2020, pp. 110, 2020, ACM, 978-1-4503-6936-7. The full citation details ...](Pics/full.jpeg) |
2020 |
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17 | Galen Harrison, Julia Hanson, Christine Jacinto, Julio Ramirez, Blase Ur |
An empirical study on the perceived fairness of realistic, imperfect machine learning models. ![Search on Bibsonomy](Pics/bibsonomy.png) |
FAT* ![In: FAT* '20: Conference on Fairness, Accountability, and Transparency, Barcelona, Spain, January 27-30, 2020, pp. 392-402, 2020, ACM, 978-1-4503-6936-7. The full citation details ...](Pics/full.jpeg) |
2020 |
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17 | Chelsea Barabas, Colin Doyle, J. B. Rubinovitz, Karthik Dinakar |
Studying up: reorienting the study of algorithmic fairness around issues of power. ![Search on Bibsonomy](Pics/bibsonomy.png) |
FAT* ![In: FAT* '20: Conference on Fairness, Accountability, and Transparency, Barcelona, Spain, January 27-30, 2020, pp. 167-176, 2020, ACM, 978-1-4503-6936-7. The full citation details ...](Pics/full.jpeg) |
2020 |
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