Rotational Equivariance for Object Classification Using xView. - Lucius Bynum; Timothy Doster; Tegan H. Emerson; Henry Kvinge (IGARSS, 2020)

Argumentative Topology: Finding Loop(holes) in Logic. - Sarah Tymochko; Zachary New; Lucius Bynum; Emilie Purvine; Timothy Doster; Julien Chaput; Tegan Emerson (CoRR, 2020)

Disaggregated Interventions to Reduce Inequality. - Lucius Bynum; Joshua R. Loftus; Julia Stoyanovich (EAAMO, 2021)

Impact Remediation: Optimal Interventions to Reduce Inequality. - Lucius E. J. Bynum; Joshua R. Loftus; Julia Stoyanovich (CoRR, 2021)

Counterfactuals for the Future. - Lucius E. J. Bynum; Joshua R. Loftus; Julia Stoyanovich (AAAI, 2023)

The Possibility of Fairness: Revisiting the Impossibility Theorem in Practice. - Andrew Bell; Lucius Bynum; Nazarii Drushchak; Tetiana Zakharchenko; Lucas Rosenblatt; Julia Stoyanovich (FAccT, 2023)

The Possibility of Fairness: Revisiting the Impossibility Theorem in Practice. - Andrew Bell; Lucius Bynum; Nazarii Drushchak; Tetiana Herasymova; Lucas Rosenblatt; Julia Stoyanovich (CoRR, 2023)

Causal Dependence Plots for Interpretable Machine Learning. - Joshua R. Loftus; Lucius E. J. Bynum; Sakina Hansen (CoRR, 2023)

A New Paradigm for Counterfactual Reasoning in Fairness and Recourse. - Lucius E. J. Bynum; Joshua R. Loftus; Julia Stoyanovich (IJCAI, 2024)

Causal Dependence Plots. - Joshua R. Loftus; Lucius Bynum; Sakina Hansen (NeurIPS, 2024)

Language Models as Causal Effect Generators. - Lucius E. J. Bynum; Kyunghyun Cho (CoRR, 2024)

We Are AI: Taking Control of Technology. - Julia Stoyanovich; Armanda Lewis; Eric Corbett; Lucius E. J. Bynum; Lucas Rosenblatt; Falaah Arif Khan (AAAI, 2025)

Black Box Causal Inference: Effect Estimation via Meta Prediction. - Lucius E. J. Bynum; Aahlad Manas Puli; Diego Herrero-Quevedo; Nhi Nguyen; Carlos Fernandez-Granda; Kyunghyun Cho; Rajesh Ranganath (CoRR, 2025)