Selected Papers

publications by categorized in reversed chronological order.

2023

  1. “How Biased are Your Features?”: Computing Fairness Influence Functions with Global Sensitivity Analysis
    Bishwamittra Ghosh, Debabrota Basu, and Kuldeep S. Meel
    In Proceedings of FAccT, 2023

2022

  1. Algorithmic Fairness Verification with Graphical Models
    Bishwamittra Ghosh, Debabrota Basu, and Kuldeep S. Meel
    In Proceedings of AAAI, Feb 2022

2021

  1. Towards the right kind of fairness in AI
    Boris Ruf, and Marcin Detyniecki
    arXiv preprint arXiv:2102.08453, Feb 2021
  2. Justicia: A Stochastic SAT Approach to Formally Verify Fairness
    Bishwamittra Ghosh, Debabrota Basu, and Kuldeep S. Meel
    In Proceedings of AAAI, Feb 2021

2020

  1. Explaining Quantitative Measures of Fairness
    Scott M Lundberg
    In Fair & Responsible AI Workshop@ CHI2020, Feb 2020

2019

  1. Probabilistic verification of fairness properties via concentration
    Osbert Bastani, Xin Zhang, and Armando Solar-Lezama
    Proceedings of the ACM on Programming Languages, Feb 2019

2018

  1. Aequitas: A bias and fairness audit toolkit
    Pedro Saleiro, Benedict Kuester, Loren Hinkson, and 5 more authors
    arXiv preprint arXiv:1811.05577, Feb 2018

2017

  1. FairSquare: probabilistic verification of program fairness
    Aws Albarghouthi, Loris D’Antoni, Samuel Drews, and 1 more author
    Proceedings of the ACM on Programming Languages, Feb 2017