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Counterfactual Multi-Token Fairness in Text Classification


Feb 09, 2022
Pranay Lohia

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Data Quality Toolkit: Automatic assessment of data quality and remediation for machine learning datasets


Sep 05, 2021
Nitin Gupta, Hima Patel, Shazia Afzal, Naveen Panwar, Ruhi Sharma Mittal, Shanmukha Guttula, Abhinav Jain, Lokesh Nagalapatti, Sameep Mehta, Sandeep Hans, Pranay Lohia, Aniya Aggarwal, Diptikalyan Saha

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Priority-based Post-Processing Bias Mitigation for Individual and Group Fairness


Jan 31, 2021
Pranay Lohia

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AI Fairness 360: An Extensible Toolkit for Detecting, Understanding, and Mitigating Unwanted Algorithmic Bias


Oct 03, 2018
Rachel K. E. Bellamy, Kuntal Dey, Michael Hind, Samuel C. Hoffman, Stephanie Houde, Kalapriya Kannan, Pranay Lohia, Jacquelyn Martino, Sameep Mehta, Aleksandra Mojsilovic, Seema Nagar, Karthikeyan Natesan Ramamurthy, John Richards, Diptikalyan Saha, Prasanna Sattigeri, Moninder Singh, Kush R. Varshney, Yunfeng Zhang

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* 20 pages 

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Automated Test Generation to Detect Individual Discrimination in AI Models


Sep 10, 2018
Aniya Agarwal, Pranay Lohia, Seema Nagar, Kuntal Dey, Diptikalyan Saha

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Video Analysis of "YouTube Funnies" to Aid the Study of Human Gait and Falls - Preliminary Results and Proof of Concept


Oct 26, 2016
Babak Taati, Pranay Lohia, Avril Mansfield, Ahmed Ashraf

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* 4 pages, 3 figures, 2 tables 

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