publications in reverse chronological order. see also google scholar.


  1. dag_square.png
    A New Paradigm for Counterfactual Reasoning in Fairness and Recourse
    Lucius EJ Bynum ,  Joshua R Loftus ,  and  Julia Stoyanovich
    arXiv Preprint arXiv:2401.13935, 2024


  1. densities_square.png
    Counterfactuals for the Future
    Lucius EJ Bynum ,  Joshua R Loftus ,  and  Julia Stoyanovich
    Proceedings of the AAAI Conference on Artificial Intelligence, Jun 2023
  2. constraint_program_square.png
    The Possibility of Fairness: Revisiting the Impossibility Theorem in Practice
    Andrew Bell ,  Lucius EJ Bynum ,  Nazarii Drushchak , and 3 more authors
    In Proceedings of the 2023 ACM Conference on Fairness, Accountability, and Transparency , Jun 2023
  3. cdp_square.png
    Causal Dependence Plots
    Joshua R Loftus ,  Lucius EJ Bynum ,  and  Sakina Hansen
    arXiv Preprint arXiv:2303.04209, Jun 2023


  1. baby_square.png
    An Interactive Introduction to Causal Inference
    Lucius EJ Bynum ,  Falaah Arif Khan ,  Oleksandra Konopatska , and 2 more authors
    IEEE VIS Workshop on Visualization for AI Explainability (VISxAI), Jun 2022


  1. map_square.png
    Disaggregated Interventions to Reduce Inequality
    Lucius EJ Bynum ,  Joshua R Loftus ,  and  Julia Stoyanovich
    In Proceedings of the 1st ACM Conference on Equity and Access in Algorithms, Mechanisms, and Optimization , Jun 2021


  1. rotation_square.png
    Rotational Equivariance for Object Classification using xView
    Lucius EJ Bynum ,  Timothy Doster ,  Tegan H Emerson , and 1 more author
    In IGARSS 2020-2020 IEEE International Geoscience and Remote Sensing Symposium , Jun 2020
  2. homology_square.png
    Argumentative Topology: Finding Loop(holes) in Logic
    Sarah Tymochko ,  Zachary New ,  Lucius EJ Bynum , and 4 more authors
    arXiv Preprint arXiv:2011.08952, Jun 2020