| 2022 | AMIA | Assessing Phenotype Definitions for Algorithmic Fairness. | Tony Y. Sun, Shreyas Bhave, Jaan Altosaar, Noemie Elhadad |
| 2021 | AMIA | Gender Differences in Time to Diagnosis through Fairness and Time Variant Evaluation of EHR Data. | Tony Y. Sun, Oliver J. Bear Don't Walk IV, Jenny Chen, Jaan Altosaar, Harry Reyes Nieva, Noemie Elhadad |
| 2020 | RecSys | Recommending Interesting Writing using a Controllable, Explanation-Aware Visual Interface. | Rohan Bansal, Jordan Olmstead, Uri Bram, Robert Cottrell, Gabriel Reder, Jaan Altosaar |
| 2018 | AISTATS | Proximity Variational Inference. | Jaan Altosaar, Rajesh Ranganath, David M. Blei |
| 2018 | ICML | Noisin: Unbiased Regularization for Recurrent Neural Networks. | Adji Bousso Dieng, Rajesh Ranganath, Jaan Altosaar, David M. Blei |
| 2016 | RecSys | Factorization Meets the Item Embedding: Regularizing Matrix Factorization with Item Co-occurrence. | Dawen Liang, Jaan Altosaar, Laurent Charlin, David M. Blei |
| 2015 | EMNLP | Fast, Flexible Models for Discovering Topic Correlation across Weakly-Related Collections. | Jingwei Zhang, Aaron Gerow, Jaan Altosaar, James Evans, Richard Jean So |