Fast, Flexible Models for Discovering Topic Correlation across Weakly-Related Collections. - Jingwei Zhang; Aaron Gerow; Jaan Altosaar; James Evans; Richard Jean So (EMNLP, 2015)

Musicmapper: interactive 2d representations of music samples for in-browser remixing and exploration. - Ethan Benjamin; Jaan Altosaar (NIME, 2015)

Sonification of fish movement using pitch mesh pairs. - Andrew Mercer-Taylor; Jaan Altosaar (NIME, 2015)

Operator Variational Inference. - Rajesh Ranganath; Dustin Tran; Jaan Altosaar; David M. Blei (NIPS, 2016)

Factorization Meets the Item Embedding: Regularizing Matrix Factorization with Item Co-occurrence. - Dawen Liang; Jaan Altosaar; Laurent Charlin; David M. Blei (RecSys, 2016)

Proximity Variational Inference. - Jaan Altosaar; Rajesh Ranganath; David M. Blei (AISTATS, 2018)

Noisin: Unbiased Regularization for Recurrent Neural Networks. - Adji Bousso Dieng; Rajesh Ranganath; Jaan Altosaar; David M. Blei (ICML, 2018)

ClinicalBERT: Modeling Clinical Notes and Predicting Hospital Readmission. - Kexin Huang; Jaan Altosaar; Rajesh Ranganath (CoRR, 2019)

Recommending Interesting Writing using a Controllable, Explanation-Aware Visual Interface. - Rohan Bansal; Jordan Olmstead; Uri Bram; Robert Cottrell; Gabriel Reder; Jaan Altosaar (IntRS@RecSys, 2020)

Evaluating representations by the complexity of learning low-loss predictors. - William F. Whitney; Min Jae Song; David Brandfonbrener; Jaan Altosaar; Kyunghyun Cho (CoRR, 2020)

Probabilistic Modeling of Structure in Science: Statistical Physics to Recommender Systems - Jaan Altosaar (2020)

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 (AMIA, 2021)

Supervised topic modeling for predicting molecular substructure from mass spectrometry. - Gabriel Reder; Adamo Young; Jaan Altosaar; Jakub Rajniak; Noémie Elhadad; Michael Fischbach; Susan Holmes (F1000Research, 2021)

Assessing Phenotype Definitions for Algorithmic Fairness. - Tony Y. Sun; Shreyas Bhave; Jaan Altosaar; Noemie Elhadad (AMIA, 2022)

Assisted Living in the United States: an Open Dataset. - Anton Stengel; Jaan Altosaar; Rebecca Dittrich; Noémie Elhadad (CoRR, 2022)

Developing a Robust Computable Phenotype Definition Workflow to Describe Health and Disease in Observational Health Research. - Jacob S. Zelko; Sarah Gasman; Shenita R. Freeman; Dong Yun Lee; Jaan Altosaar; Azza Shoaibi; Gowtham Rao (CoRR, 2023)