| 2025 | ICML | Potemkin Understanding in Large Language Models. | Marina Mancoridis, Bec Weeks, Keyon Vafa, Sendhil Mullainathan |
| 2025 | ICML | What Has a Foundation Model Found? Using Inductive Bias to Probe for World Models. | Keyon Vafa, Peter G. Chang, Ashesh Rambachan, Sendhil Mullainathan |
| 2024 | ICML | Do Large Language Models Perform the Way People Expect? Measuring the Human Generalization Function. | Keyon Vafa, Ashesh Rambachan, Sendhil Mullainathan |
| 2021 | STOC | Simplicity creates inequity: implications for fairness, stereotypes, and interpretability (invited paper). | Jon M. Kleinberg, Sendhil Mullainathan |
| 2020 | EMNLP | Characterizing the Value of Information in Medical Notes. | Chao-Chun Hsu, Shantanu Karnwal, Sendhil Mullainathan, Ziad Obermeyer, Chenhao Tan |
| 2019 | EC | Simplicity Creates Inequity: Implications for Fairness, Stereotypes, and Interpretability. | Jon M. Kleinberg, Sendhil Mullainathan |
| 2019 | ICML | Discriminative Regularization for Latent Variable Models with Applications to Electrocardiography. | Andrew C. Miller, Ziad Obermeyer, John P. Cunningham, Sendhil Mullainathan |
| 2019 | ICML | Direct Uncertainty Prediction for Medical Second Opinions. | Maithra Raghu, Katy Blumer, Rory Sayres, Ziad Obermeyer, Robert D. Kleinberg, Sendhil Mullainathan, Jon M. Kleinberg |
| 2017 | KDD | The Selective Labels Problem: Evaluating Algorithmic Predictions in the Presence of Unobservables. | Himabindu Lakkaraju, Jon M. Kleinberg, Jure Leskovec, Jens Ludwig, Sendhil Mullainathan |
| 2016 | KDD | Assessing Human Error Against a Benchmark of Perfection. | Ashton Anderson, Jon M. Kleinberg, Sendhil Mullainathan |
| 2015 | SDM | A Bayesian Framework for Modeling Human Evaluations. | Himabindu Lakkaraju, Jure Leskovec, Jon M. Kleinberg, Sendhil Mullainathan |
| 2014 | KDD | Bugbears or legitimate threats?: (social) scientists' criticisms of machine learning? | Sendhil Mullainathan |
| 1993 | PODC | Resource Bounds and Combinations of Consensus Objects. | Jon M. Kleinberg, Sendhil Mullainathan |