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Publication search results
found 83 matches
- 2021
- Ramya Srinivasan, Kanji Uchino:
Biases in Generative Art: A Causal Look from the Lens of Art History. FAccT 2021: 41-51 - Mohsen Abbasi, Aditya Bhaskara, Suresh Venkatasubramanian
:
Fair Clustering via Equitable Group Representations. FAccT 2021: 504-514 - Rediet Abebe, Kehinde D. Aruleba
, Abeba Birhane, Sara Kingsley, George Obaido, Sekou L. Remy, Swathi Sadagopan:
Narratives and Counternarratives on Data Sharing in Africa. FAccT 2021: 329-341 - Nil-Jana Akpinar, Maria De-Arteaga, Alexandra Chouldechova:
The effect of differential victim crime reporting on predictive policing systems. FAccT 2021: 838-849 - Kendra Albert, Maggie K. Delano:
This Whole Thing Smacks of Gender: Algorithmic Exclusion in Bioimpedance-based Body Composition Analysis. FAccT 2021: 342-352 - 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. FAccT 2021: 249-260 - Pranjal Awasthi, Alex Beutel, Matthäus Kleindessner, Jamie Morgenstern, Xuezhi Wang:
Evaluating Fairness of Machine Learning Models Under Uncertain and Incomplete Information. FAccT 2021: 206-214 - Ari Ball-Burack
, Michelle Seng Ah Lee, Jennifer Cobbe, Jatinder Singh:
Differential Tweetment: Mitigating Racial Dialect Bias in Harmful Tweet Detection. FAccT 2021: 116-128 - Simone Diniz Junqueira Barbosa, Gabriel Diniz Junqueira Barbosa, Clarisse Sieckenius de Souza
, Carla Faria Leitão:
A Semiotics-based epistemic tool to reason about ethical issues in digital technology design and development. FAccT 2021: 363-374 - Elinor Benami, Reid Whitaker, Vincent La, Hongjin Lin, Brandon R. Anderson
, Daniel E. Ho:
The Distributive Effects of Risk Prediction in Environmental Compliance: Algorithmic Design, Environmental Justice, and Public Policy. FAccT 2021: 90-105 - Emily M. Bender
, Timnit Gebru, Angelina McMillan-Major, Shmargaret Shmitchell:
On the Dangers of Stochastic Parrots: Can Language Models Be Too Big? FAccT 2021: 610-623 - Elena Beretta
, Antonio Vetrò
, Bruno Lepri, Juan Carlos De Martin:
Detecting discriminatory risk through data annotation based on Bayesian inferences. FAccT 2021: 794-804 - Emily Black
, Matt Fredrikson:
Leave-one-out Unfairness. FAccT 2021: 285-295 - William Boag, Hassan Kané, Saumya Rawat, Jesse Wei, Alexander Goehler:
A Pilot Study in Surveying Clinical Judgments to Evaluate Radiology Report Generation. FAccT 2021: 458-465 - L. Elisa Celis, Chris Hays, Anay Mehrotra, Nisheeth K. Vishnoi:
The Effect of the Rooney Rule on Implicit Bias in the Long Term. FAccT 2021: 678-689 - Kyla Chasalow
, Karen Levy
:
Representativeness in Statistics, Politics, and Machine Learning. FAccT 2021: 77-89 - 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. FAccT 2021: 149-160 - Marc Cheong, Kobi Leins, Simon Coghlan:
Computer Science Communities: Who is Speaking, and Who is Listening to the Women? Using an Ethics of Care to Promote Diverse Voices. FAccT 2021: 106-115 - Won-Ik Cho, Ji Won Kim, Jaeyeong Yang
, Nam Soo Kim:
Towards Cross-Lingual Generalization of Translation Gender Bias. FAccT 2021: 449-457 - Jennifer Cobbe, Michelle Seng Ah Lee, Jatinder Singh:
Reviewable Automated Decision-Making: A Framework for Accountable Algorithmic Systems. FAccT 2021: 598-609 - Maxime C. Cohen, Adam N. Elmachtoub, Xiao Lei:
Price Discrimination with Fairness Constraints. FAccT 2021: 2 - Amanda Coston, Neel Guha, Derek Ouyang, Lisa Lu, Alexandra Chouldechova, Daniel E. Ho:
Leveraging Administrative Data for Bias Audits: Assessing Disparate Coverage with Mobility Data for COVID-19 Policy. FAccT 2021: 173-184 - Kathleen Creel
, Deborah Hellman:
The Algorithmic Leviathan: Arbitrariness, Fairness, and Opportunity in Algorithmic Decision Making Systems. FAccT 2021: 816 - Abhisek Dash
, Abhijnan Chakraborty, Saptarshi Ghosh, Animesh Mukherjee, Krishna P. Gummadi:
When the Umpire is also a Player: Bias in Private Label Product Recommendations on E-commerce Marketplaces. FAccT 2021: 873-884 - Jwala Dhamala
, Tony Sun, Varun Kumar, Satyapriya Krishna, Yada Pruksachatkun, Kai-Wei Chang, Rahul Gupta:
BOLD: Dataset and Metrics for Measuring Biases in Open-Ended Language Generation. FAccT 2021: 862-872 - Kate Donahue, Solon Barocas
:
Better Together?: How Externalities of Size Complicate Notions of Solidarity and Actuarial Fairness. FAccT 2021: 185-195 - 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. FAccT 2021: 489-503 - Nikhil Garg, Hannah Li, Faidra Monachou:
Standardized Tests and Affirmative Action: The Role of Bias and Variance. FAccT 2021: 261 - Mehrdad Ghadiri, Samira Samadi, Santosh S. Vempala:
Socially Fair k-Means Clustering. FAccT 2021: 438-448 - Elias Grünewald
, Frank Pallas:
TILT: A GDPR-Aligned Transparency Information Language and Toolkit for Practical Privacy Engineering. FAccT 2021: 636-646
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