| 2024 | ICLR | Independent-Set Design of Experiments for Estimating Treatment and Spillover Effects under Network Interference. | Chencheng Cai, Xu Zhang, Edoardo M. Airoldi |
| 2018 | DSAA | Estimating Causal Effects on Social Networks. | Laura Forastiere, Fabrizia Mealli, Albert Wu, Edoardo M. Airoldi |
| 2018 | KDD | Optimizing Cluster-based Randomized Experiments under Monotonicity. | Jean Pouget-Abadie, Vahab S. Mirrokni, David C. Parkes, Edoardo M. Airoldi |
| 2017 | KDD | Detecting Network Effects: Randomizing Over Randomized Experiments. | Martin Saveski, Jean Pouget-Abadie, Guillaume Saint-Jacques, Weitao Duan, Souvik Ghosh, Ya Xu, Edoardo M. Airoldi |
| 2016 | AISTATS | Towards Stability and Optimality in Stochastic Gradient Descent. | Panos Toulis, Dustin Tran, Edoardo M. Airoldi |
| 2015 | ICIS | Investigating the Impact of Network Effects on Content Generation: Evidence from a Large Online Student Network. | Prasanta Bhattacharya, Tuan Phan, Edoardo M. Airoldi |
| 2015 | ICML | Consistent estimation of dynamic and multi-layer block models. | Qiuyi Han, Kevin S. Xu, Edoardo M. Airoldi |
| 2014 | AISTATS | Nonparametric estimation and testing of exchangeable graph models. | Justin Yang, Christina Han, Edoardo M. Airoldi |
| 2014 | ICML | Learning Modular Structures from Network Data and Node Variables. | Elham Azizi, Edoardo M. Airoldi, James E. Galagan |
| 2014 | ICML | A Consistent Histogram Estimator for Exchangeable Graph Models. | Stanley H. Chan, Edoardo M. Airoldi |
| 2014 | ICML | Statistical analysis of stochastic gradient methods for generalized linear models. | Panagiotis Toulis, Edoardo M. Airoldi, Jason Rennie |
| 2012 | ICML | Capturing topical content with frequency and exclusivity. | Jonathan Bischof, Edoardo M. Airoldi |
| 2011 | ICML | Tree preserving embedding. | Albert Shieh, Tatsunori B. Hashimoto, Edoardo M. Airoldi |
| 2011 | UAI | Deconvolution of mixing time series on a graph. | Alexander W. Blocker, Edoardo M. Airoldi |
| 2006 | ICML | Combining Stochastic Block Models and Mixed Membership for Statistical Network Analysis. | Edoardo M. Airoldi, David M. Blei, Stephen E. Fienberg, Eric P. Xing |
| 2005 | ICDE | Configurable Security Protocols for Multi-party Data Analysis with Malicious Participants. | Bradley A. Malin, Edoardo M. Airoldi, Samuel Edoho-Eket, Yiheng Li |
| 2005 | KDD | A latent mixed membership model for relational data. | Edoardo M. Airoldi, David M. Blei, Eric P. Xing, Stephen E. Fienberg |
| 2004 | KDD | Markov Blankets and Meta-heuristics Search: Sentiment Extraction from Unstructured Texts. | Edoardo M. Airoldi, Xue Bai, Rema Padman |
| 2004 | KDD | Recovering latent time-series from their observed sums: network tomography with particle filters. | Edoardo M. Airoldi, Christos Faloutsos |