| 2023 | ICLR | Federated Learning as Variational Inference: A Scalable Expectation Propagation Approach. | Han Guo, Philip Greengard, Hongyi Wang, Andrew Gelman, Yoon Kim, Eric P. Xing |
| 2022 | AIES | The Worst of Both Worlds: A Comparative Analysis of Errors in Learning from Data in Psychology and Machine Learning. | Jessica Hullman, Sayash Kapoor, Priyanka Nanayakkara, Andrew Gelman, Arvind Narayanan |
| 2018 | ICML | Yes, but Did It Work?: Evaluating Variational Inference. | Yuling Yao, Aki Vehtari, Daniel Simpson, Andrew Gelman |
| 2017 | CogSci | The statistical significance filter leads to overconfident expectations of replicability. | Shravan Vasishth, Andrew Gelman |
| 2017 | ICCSA | A Safe Depth Forecasting Model for Insuring Tubewell Installations Against Arsenic Risk in Bangladesh. | Matilde Trevisani, Jie Shen, Alexander van Geen, Andrew Gelman, Shuky Ehrenberg, John Immel |
| 1988 | AAAI | FRM: An Intelligent Assistant for Financial Resource Management. | Andrew Gelman, Susan Altman, Matt Pallakoff, Ketan Doshi, Catherine Manago, Thomas C. Rindfleisch, Bruce G. Buchanan |