Publications

2024

1. FAccTRec

   Reducing Population-level Inequality Can Improve Demographic Group Fairness: a Twitter Case Study

   Avijit Ghosh, Tomo Lazovich, Kristian Lum, and 1 more author

   FAccTRec Workshop on Responsible Recommendation at RecSys, 2024

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2. AIES

   Coordinated Flaw Disclosure for AI: Beyond Security Vulnerabilities

   Sven Cattell, Avijit Ghosh, and Lucie-Aimée Kaffee

   Proceedings of the AAAI/ACM Conference on AI, Ethics, and Society, 2024

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3. WWW

   Perceptions in pixels: analyzing perceived gender and skin tone in real-world image search results

   Jeffrey Gleason, Avijit Ghosh, and Christo Wilson

   Proceedings of the International World Wide Web Conference, 2024

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4. Preprint

   Quantifying Misalignment Between Agents: Towards a Sociotechnical Understanding of Alignment

   Aidan Kierans, Avijit Ghosh, Hananel Hazan, and 1 more author

   arXiv preprint arXiv:2406.04231, 2024

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2023

1. AIES

   When Fair Classification Meets Noisy Protected Attributes

   Avijit Ghosh, Pablo Kvitca, and Christo Wilson

   Proceedings of the AAAI/ACM Conference on AI, Ethics, and Society, 2023

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2. AIES

   Bound by the Bounty: Collaboratively Shaping Evaluation Processes for Queer AI Harms

   Nathan Dennler, Anaelia Ovalle, Ashwin Singh, and 8 more authors

   Proceedings of the AAAI/ACM Conference on AI, Ethics, and Society, 2023

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3. FAccT

   Queer In AI: A Case Study in Community-Led Participatory AI

   Anaelia Ovalle, Arjun Subramonian, Ashwin Singh, and 8 more authors

   ACM Conference on Fairness, Accountability, and Transparency, 2023

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4. Preprint

   Evaluating the social impact of generative ai systems in systems and society

   Irene Solaiman, Zeerak Talat, and  others

   arXiv preprint arXiv:2306.05949, 2023

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2022

1. NeurIPS-HEGM

   Can There be Art Without an Artist?

   Avijit Ghosh, and Genoveva Fossas

   NeurIPS Workshop on Human Evaluation of Generative Models, 2022

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2. AIES

   Faircanary: Rapid continuous explainable fairness

   Avijit Ghosh, Aalok Shanbhag, and Christo Wilson

   Proceedings of the AAAI/ACM Conference on AI, Ethics, and Society, 2022

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3. AIES

   Algorithms that "Don’t See Color": Measuring Biases in Lookalike and Special Ad Audiences

   Piotr Sapiezynski, Avijit Ghosh, Levi Kaplan, and 2 more authors

   Proceedings of the AAAI/ACM Conference on AI, Ethics, and Society, 2022

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4. FAccT

   Subverting Fair Image Search with Generative Adversarial Perturbations

   Avijit Ghosh, Matthew Jagielski, and Christo Wilson

   ACM Conference on Fairness, Accountability, and Transparency, 2022

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2021

1. SIGIR

   When Fair Ranking Meets Uncertain Inference

   Avijit Ghosh, Ritam Dutt, and Christo Wilson

   Proceedings of the 44th international ACM SIGIR conference on research and development in information retrieval, 2021

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2. FAccT

   Building and auditing fair algorithms: A case study in candidate screening

   Christo Wilson, Avijit Ghosh, Shan Jiang, and 5 more authors

   Proceedings of the ACM Conference on Fairness, Accountability, and Transparency, 2021

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3. AAAI-AIDBEI

   Characterizing Intersectional Group Fairness with Worst-Case Comparisons

   Avijit Ghosh, Lea Genuit, and Mary Reagan

   Workshop on Diversity in Artificial Intelligence: Diversity, Belonging, Equity, and Inclusion (AIDBEI) at AAAI, 2021

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4. AAA

   Connectedness of Markets with Heterogeneous Agents and the Information Cascades

   Avijit Ghosh, Aditya Chourasiya, Lakshay Bansal, and 1 more author

   Applied Advanced Analytics: 6th IIMA International Conference on Advanced Data Analysis, Business Analytics and Intelligence, 2021

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5. Preprint

   Unified shapley framework to explain prediction drift

   Aalok Shanbhag, Avijit Ghosh, and Josh Rubin

   arXiv preprint arXiv:2102.07862, 2021

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2019

1. ConPro

   Analyzing Political Advertisers’ Use of Facebook’s Targeting Features

   Avijit Ghosh, Giri Venkatadri, and Alan Mislove

   Workshop on Technology and Consumer Protection, 2019

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2. ECIR

   Public sphere 2.0: Targeted commenting in online news media

   Ankan Mullick, Sayan Ghosh, Ritam Dutt, and 2 more authors

   Advances in Information Retrieval: 41st European Conference on IR Research (ECIR), 2019

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2018

1. WWW-SMERP

   SAVITR: A System for Real-time Location Extraction from Microblogs during Emergencies

   Ritam Dutt, Kaustubh Hiware, Avijit Ghosh, and 1 more author

   WWW-SMERP, 2018

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2017