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Found 63 publication records. Showing 63 according to the selection in the facets
| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Michael J. Kearns, Seth Neel, Aaron Roth 0001, Zhiwei Steven Wu |
An Empirical Study of Rich Subgroup Fairness for Machine Learning.  |
FAT  |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Bruce Glymour, Jonathan Herington |
Measuring the Biases that Matter: The Ethical and Casual Foundations for Measures of Fairness in Algorithms. |
FAT |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Sorelle A. Friedler, Carlos Scheidegger, Suresh Venkatasubramanian, Sonam Choudhary, Evan P. Hamilton, Derek Roth |
A comparative study of fairness-enhancing interventions in machine learning. |
FAT |
2019 |
DBLP DOI BibTeX RDF |
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| 1 | Sampath Kannan, Aaron Roth 0001, Juba Ziani |
Downstream Effects of Affirmative Action. |
FAT |
2019 |
DBLP DOI BibTeX RDF |
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| 1 | Ben Hutchinson, Margaret Mitchell |
50 Years of Test (Un)fairness: Lessons for Machine Learning. |
FAT |
2019 |
DBLP DOI BibTeX RDF |
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| 1 | Meg Young, Luke Rodriguez, Emily Keller, Feiyang Sun, Boyang Sa, Jan Whittington, Bill Howe |
Beyond Open vs. Closed: Balancing Individual Privacy and Public Accountability in Data Sharing. |
FAT |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Margaret Mitchell, Simone Wu, Andrew Zaldivar, Parker Barnes, Lucy Vasserman, Ben Hutchinson, Elena Spitzer, Inioluwa Deborah Raji, Timnit Gebru |
Model Cards for Model Reporting. |
FAT |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | danah boyd, Jamie H. Morgenstern (eds.) |
Proceedings of the Conference on Fairness, Accountability, and Transparency, FAT* 2019, Atlanta, GA, USA, January 29-31, 2019 |
FAT |
2019 |
DBLP BibTeX RDF |
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| 1 | L. Elisa Celis, Sayash Kapoor, Farnood Salehi, Nisheeth K. Vishnoi |
Controlling Polarization in Personalization: An Algorithmic Framework. |
FAT |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Samir Passi, Solon Barocas |
Problem Formulation and Fairness. |
FAT |
2019 |
DBLP DOI BibTeX RDF |
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| 1 | Ben Green 0002, Yiling Chen 0001 |
Disparate Interactions: An Algorithm-in-the-Loop Analysis of Fairness in Risk Assessments. |
FAT |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Brenda Leong, Evan Selinger |
Robot Eyes Wide Shut: Understanding Dishonest Anthropomorphism. |
FAT |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Ran Canetti, Aloni Cohen, Nishanth Dikkala, Govind Ramnarayan, Sarah Scheffler, Adam D. Smith |
From Soft Classifiers to Hard Decisions: How fair can we be? |
FAT |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Jake Goldenfein |
The Profiling Potential of Computer Vision and the Challenge of Computational Empiricism. |
FAT |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Hadi Elzayn, Shahin Jabbari, Christopher Jung 0001, Michael J. Kearns, Seth Neel, Aaron Roth 0001, Zachary Schutzman |
Fair Algorithms for Learning in Allocation Problems. |
FAT |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Filipe Nunes Ribeiro, Koustuv Saha, Mahmoudreza Babaei, Lucas Henrique C. Lima, Johnnatan Messias, Fabrício Benevenuto, Oana Goga, Krishna P. Gummadi, Elissa M. Redmiles |
On Microtargeting Socially Divisive Ads: A Case Study of Russia-Linked Ad Campaigns on Facebook. |
FAT |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Andrew D. Selbst, danah boyd, Sorelle A. Friedler, Suresh Venkatasubramanian, Janet Vertesi |
Fairness and Abstraction in Sociotechnical Systems. |
FAT |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Mahmoudreza Babaei, Abhijnan Chakraborty, Juhi Kulshrestha, Elissa M. Redmiles, Meeyoung Cha, Krishna P. Gummadi |
Analyzing Biases in Perception of Truth in News Stories and Their Implications for Fact Checking. |
FAT |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Aws Albarghouthi, Samuel Vinitsky |
Fairness-Aware Programming. |
FAT |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Shan Jiang 0008, John Martin, Christo Wilson |
Who's the Guinea Pig?: Investigating Online A/B/n Tests in-the-Wild. |
FAT |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Abhijnan Chakraborty, Gourab K. Patro, Niloy Ganguly, Krishna P. Gummadi, Patrick Loiseau |
Equality of Voice: Towards Fair Representation in Crowdsourced Top-K Recommendations. |
FAT |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Lily Hu, Nicole Immorlica, Jennifer Wortman Vaughan |
The Disparate Effects of Strategic Manipulation. |
FAT |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Chris Russell 0001 |
Efficient Search for Diverse Coherent Explanations. |
FAT |
2019 |
DBLP DOI BibTeX RDF |
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| 1 | L. Elisa Celis, Lingxiao Huang, Vijay Keswani, Nisheeth K. Vishnoi |
Classification with Fairness Constraints: A Meta-Algorithm with Provable Guarantees. |
FAT |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Vivian Lai, Chenhao Tan |
On Human Predictions with Explanations and Predictions of Machine Learning Models: A Case Study on Deception Detection. |
FAT |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | David Madras, Elliot Creager, Toniann Pitassi, Richard S. Zemel |
Fairness through Causal Awareness: Learning Causal Latent-Variable Models for Biased Data. |
FAT |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Maria De-Arteaga, Alexey Romanov, Hanna M. Wallach, Jennifer T. Chayes, Christian Borgs, Alexandra Chouldechova, Sahin Cem Geyik, Krishnaram Kenthapadi, Adam Tauman Kalai |
Bias in Bios: A Case Study of Semantic Representation Bias in a High-Stakes Setting. |
FAT |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Nicole Immorlica, Katrina Ligett, Juba Ziani |
Access to Population-Level Signaling as a Source of Inequality. |
FAT |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Jiahao Chen 0001, Nathan Kallus, Xiaojie Mao, Geoffry Svacha, Madeleine Udell |
Fairness Under Unawareness: Assessing Disparity When Protected Class Is Unobserved. |
FAT |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Severin Engelmann, Mo Chen, Felix Fischer 0001, Ching-yu Kao, Jens Grossklags |
Clear Sanctions, Vague Rewards: How China's Social Credit System Currently Defines "Good" and "Bad" Behavior. |
FAT |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Hoda Heidari, Michele Loi, Krishna P. Gummadi, Andreas Krause 0001 |
A Moral Framework for Understanding Fair ML through Economic Models of Equality of Opportunity. |
FAT |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Smitha Milli, John Miller 0001, Anca D. Dragan, Moritz Hardt |
The Social Cost of Strategic Classification. |
FAT |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Hussein Mouzannar, Mesrob I. Ohannessian, Nathan Srebro |
From Fair Decision Making To Social Equality. |
FAT |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Ziad Obermeyer, Sendhil Mullainathan |
Dissecting Racial Bias in an Algorithm that Guides Health Decisions for 70 Million People. |
FAT |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Dallas Card, Michael Zhang, Noah A. Smith |
Deep Weighted Averaging Classifiers. |
FAT |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Berk Ustun, Alexander Spangher, Yang Liu 0018 |
Actionable Recourse in Linear Classification. |
FAT |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Dimitrios Bountouridis, Jaron Harambam, Mykola Makhortykh, Mónica Marrero, Nava Tintarev, Claudia Hauff |
SIREN: A Simulation Framework for Understanding the Effects of Recommender Systems in Online News Environments. |
FAT |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Sebastian Benthall, Bruce D. Haynes |
Racial categories in machine learning. |
FAT |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Brent D. Mittelstadt 0002, Chris Russell 0001, Sandra Wachter |
Explaining Explanations in AI. |
FAT |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Smitha Milli, Ludwig Schmidt, Anca D. Dragan, Moritz Hardt |
Model Reconstruction from Model Explanations. |
FAT |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Moshe Babaioff, Noam Nisan, Inbal Talgam-Cohen |
Fair Allocation through Competitive Equilibrium from Generic Incomes. |
FAT |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Stevie Chancellor, Michael L. Birnbaum, Eric D. Caine, Vincent M. B. Silenzio, Munmun De Choudhury |
A Taxonomy of Ethical Tensions in Inferring Mental Health States from Social Media. |
FAT |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Michael D. Ekstrand, Rezvan Joshaghani, Hoda Mehrpouyan |
Privacy for All: Ensuring Fair and Equitable Privacy Protections. |
FAT |
2018 |
DBLP BibTeX RDF |
|
| 1 | Richard L. Phillips, Kyu Hyun Chang, Sorelle A. Friedler |
Interpretable Active Learning. |
FAT |
2018 |
DBLP BibTeX RDF |
|
| 1 | Reuben Binns |
Fairness in Machine Learning: Lessons from Political Philosophy. |
FAT |
2018 |
DBLP BibTeX RDF |
|
| 1 | Andrew Selbst, Julia Powles |
"Meaningful Information" and the Right to Explanation. |
FAT |
2018 |
DBLP BibTeX RDF |
|
| 1 | Cynthia Dwork, Nicole Immorlica, Adam Tauman Kalai, Mark D. M. Leiserson |
Decoupled Classifiers for Group-Fair and Efficient Machine Learning. |
FAT |
2018 |
DBLP BibTeX RDF |
|
| 1 | Natasha Duarte, Emma Llansó, Anna C. Loup |
Mixed Messages? The Limits of Automated Social Media Content Analysis. |
FAT |
2018 |
DBLP BibTeX RDF |
|
| 1 | Amit Datta, Anupam Datta, Jael Makagon, Deirdre K. Mulligan, Michael Carl Tschantz |
Discrimination in Online Personalization: A Multidisciplinary Inquiry. |
FAT |
2018 |
DBLP BibTeX RDF |
|
| 1 | Robin Burke, Nasim Sonboli, Aldo Ordonez-Gauger |
Balanced Neighborhoods for Multi-sided Fairness in Recommendation. |
FAT |
2018 |
DBLP BibTeX RDF |
|
| 1 | Latanya Sweeney |
Keynote 1. |
FAT |
2018 |
DBLP BibTeX RDF |
|
| 1 | |
Preface. |
FAT |
2018 |
DBLP BibTeX RDF |
|
| 1 | Sorelle A. Friedler, Christo Wilson (eds.) |
Conference on Fairness, Accountability and Transparency, FAT 2018, 23-24 February 2018, New York, NY, USA |
FAT |
2018 |
DBLP BibTeX RDF |
|
| 1 | Aditya Krishna Menon, Robert C. Williamson |
The cost of fairness in binary classification. |
FAT |
2018 |
DBLP BibTeX RDF |
|
| 1 | Danielle Ensign, Sorelle A. Friedler, Scott Neville, Carlos Scheidegger, Suresh Venkatasubramanian |
Runaway Feedback Loops in Predictive Policing. |
FAT |
2018 |
DBLP BibTeX RDF |
|
| 1 | Chelsea Barabas, Madars Virza, Karthik Dinakar, Joichi Ito, Jonathan Zittrain |
Interventions over Predictions: Reframing the Ethical Debate for Actuarial Risk Assessment. |
FAT |
2018 |
DBLP BibTeX RDF |
|
| 1 | Till Speicher, Muhammad Ali 0014, Giridhari Venkatadri, Filipe Nunes Ribeiro, George Arvanitakis, Fabrício Benevenuto, Krishna P. Gummadi, Patrick Loiseau, Alan Mislove |
Potential for Discrimination in Online Targeted Advertising. |
FAT |
2018 |
DBLP BibTeX RDF |
|
| 1 | Alexandra Chouldechova, Diana Benavides Prado, Oleksandr Fialko, Rhema Vaithianathan |
A case study of algorithm-assisted decision making in child maltreatment hotline screening decisions. |
FAT |
2018 |
DBLP BibTeX RDF |
|
| 1 | Michael D. Ekstrand, Mucun Tian, Ion Madrazo Azpiazu, Jennifer D. Ekstrand, Oghenemaro Anuyah, David McNeill, Maria Soledad Pera |
All The Cool Kids, How Do They Fit In?: Popularity and Demographic Biases in Recommender Evaluation and Effectiveness. |
FAT |
2018 |
DBLP BibTeX RDF |
|
| 1 | Deborah Hellman |
Keynote 2. |
FAT |
2018 |
DBLP BibTeX RDF |
|
| 1 | Toshihiro Kamishima, Shotaro Akaho, Hideki Asoh, Jun Sakuma |
Recommendation Independence. |
FAT |
2018 |
DBLP BibTeX RDF |
|
| 1 | Joy Buolamwini, Timnit Gebru |
Gender Shades: Intersectional Accuracy Disparities in Commercial Gender Classification. |
FAT |
2018 |
DBLP BibTeX RDF |
|
| 1 | Nishtha Madaan, Sameep Mehta, Taneea S. Agrawaal, Vrinda Malhotra, Aditi Aggarwal, Yatin Gupta, Mayank Saxena |
Analyze, Detect and Remove Gender Stereotyping from Bollywood Movies. |
FAT |
2018 |
DBLP BibTeX RDF |
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