| 2024 | ICML | Contextualized Policy Recovery: Modeling and Interpreting Medical Decisions with Adaptive Imitation Learning. | Jannik Deuschel, Caleb Ellington, Yingtao Luo, Benjamin J. Lengerich, Pascal Friederich, Eric P. Xing |
| 2022 | AISTATS | Dropout as a Regularizer of Interaction Effects. | Benjamin J. Lengerich, Eric P. Xing, Rich Caruana |
| 2021 | AMIA | Data-Driven Patterns in Protective Effects of Ibuprofen and Ketorolac on Hospitalized Covid-19 Patients. | Rich Caruana, Benjamin J. Lengerich, Yindalon Aphinyanaphongs |
| 2021 | KDD | How Interpretable and Trustworthy are GAMs? | Chun-Hao Chang, Sarah Tan, Benjamin J. Lengerich, Anna Goldenberg, Rich Caruana |
| 2020 | AISTATS | Purifying Interaction Effects with the Functional ANOVA: An Efficient Algorithm for Recovering Identifiable Additive Models. | Benjamin J. Lengerich, Sarah Tan, Chun-Hao Chang, Giles Hooker, Rich Caruana |
| 2018 | COLING | Retrofitting Distributional Embeddings to Knowledge Graphs with Functional Relations. | Benjamin J. Lengerich, Andrew L. Maas, Christopher Potts |