Lucius Bynum

According to our database, Lucius Bynum authored at least 13 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

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, March, 2025

Language Models as Causal Effect Generators.

Lucius E. J. Bynum, Kyunghyun Cho

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

We Are AI: Taking Control of Technology.

Julia Stoyanovich, Armanda Lewis, Eric Corbett, Lucius E. J. Bynum, Lucas Rosenblatt, Falaah Arif Khan

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

Causal Dependence Plots.

Joshua R. Loftus, Lucius Bynum, Sakina Hansen

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

A New Paradigm for Counterfactual Reasoning in Fairness and Recourse.

Lucius E. J. Bynum, Joshua R. Loftus, Julia Stoyanovich

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

2023

Causal Dependence Plots for Interpretable Machine Learning.

Joshua R. Loftus, Lucius E. J. Bynum, Sakina Hansen

CoRR, 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

The Possibility of Fairness: Revisiting the Impossibility Theorem in Practice.

Andrew Bell, Lucius Bynum, Nazarii Drushchak, Tetiana Zakharchenko, Lucas Rosenblatt, Julia Stoyanovich

Proceedings of the 2023 ACM Conference on Fairness, Accountability, and Transparency, 2023

Counterfactuals for the Future.

Lucius E. J. Bynum, Joshua R. Loftus, Julia Stoyanovich

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2021

Impact Remediation: Optimal Interventions to Reduce Inequality.

Lucius E. J. Bynum, Joshua R. Loftus, Julia Stoyanovich

CoRR, 2021

Disaggregated Interventions to Reduce Inequality.

Lucius Bynum, Joshua R. Loftus, Julia Stoyanovich

Proceedings of the EAAMO 2021: ACM Conference on Equity and Access in Algorithms, Mechanisms, and Optimization, Virtual Event, USA, October 5, 2021

2020

Argumentative Topology: Finding Loop(holes) in Logic.

Sarah Tymochko, Zachary New, Lucius Bynum, Emilie Purvine, Timothy Doster, Julien Chaput, Tegan Emerson

CoRR, 2020

Rotational Equivariance for Object Classification Using xView.

Lucius Bynum, Timothy Doster, Tegan H. Emerson, Henry Kvinge

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020