Lucius E. J. Bynum

11 papers A* 4Journal 7
YearRankTypeTitle / Venue / Authors
2025 J jnl
Black Box Causal Inference: Effect Estimation via Meta Prediction.
CoRR
Lucius E. J. Bynum, Aahlad Manas Puli, Diego Herrero-Quevedo, Nhi Nguyen, Carlos Fernandez-Granda, Kyunghyun Cho, Rajesh Ranganath
2025 A* conf
Language Models as Causal Effect Generators.
EMNLP
Lucius E. J. Bynum, Kyunghyun Cho
2025 A* conf
We Are AI: Taking Control of Technology.
AAAI
Julia Stoyanovich, Armanda Lewis, Eric Corbett, Lucius E. J. Bynum, Lucas Rosenblatt, Falaah Arif Khan
2025 J jnl
We Are AI: Taking Control of Technology.
CoRR
Julia Stoyanovich, Armanda Lewis, Eric Corbett, Lucius E. J. Bynum, Lucas Rosenblatt, Falaah Arif Khan
2024 A* conf
A New Paradigm for Counterfactual Reasoning in Fairness and Recourse.
IJCAI
Lucius E. J. Bynum, Joshua R. Loftus, Julia Stoyanovich
2024 J jnl
A New Paradigm for Counterfactual Reasoning in Fairness and Recourse.
CoRR
Lucius E. J. Bynum, Joshua R. Loftus, Julia Stoyanovich
2024 J jnl
Language Models as Causal Effect Generators.
CoRR
Lucius E. J. Bynum, Kyunghyun Cho
2023 J jnl
Causal Dependence Plots for Interpretable Machine Learning.
CoRR
Joshua R. Loftus, Lucius E. J. Bynum, Sakina Hansen
2023 A* conf
Counterfactuals for the Future.
AAAI
Lucius E. J. Bynum, Joshua R. Loftus, Julia Stoyanovich
2022 J jnl
Counterfactuals for the Future.
CoRR
Lucius E. J. Bynum, Joshua R. Loftus, Julia Stoyanovich
2021 J jnl
Impact Remediation: Optimal Interventions to Reduce Inequality.
CoRR
Lucius E. J. Bynum, Joshua R. Loftus, Julia Stoyanovich