Jaan Altosaar

发表

ClinicalBERT: Modeling Clinical Notes and Predicting Hospital Readmission pdf

Rajesh Ranganath, Kexin Huang, Jaan Altosaar, 2019, ArXiv.

Fast, Flexible Models for Discovering Topic Correlation across Weakly-Related Collections pdf

Jingwei Zhang, Aaron Gerow, James Evans, 2015, EMNLP.

Musicmapper: interactive 2d representations of music samples for in-browser remixing and exploration

Jaan Altosaar, Ethan Benjamin, Jaan Altosaar, 2015, NIME.

Probabilistic Modeling of Structure in Science: Statistical Physics to Recommender Systems

Jaan Altosaar, Jaan Altosaar, 2020 .

Sonification of fish movement using pitch mesh pairs

Jaan Altosaar, Andrew Mercer-Taylor, Jaan Altosaar, 2015, NIME.

Proximity Variational Inference

David M. Blei, Rajesh Ranganath, Jaan Altosaar, 2017, AISTATS.

Noise-Based Regularizers for Recurrent Neural Networks

David M. Blei, Rajesh Ranganath, Jaan Altosaar, 2018 .

Operator Variational Inference

Dustin Tran, David M. Blei, Rajesh Ranganath, 2016, NIPS.

Factorization Meets the Item Embedding: Regularizing Matrix Factorization with Item Co-occurrence

David M. Blei, Dawen Liang, Jaan Altosaar, 2016, RecSys.

Evaluating representations by the complexity of learning low-loss predictors pdf

Kyunghyun Cho, David Brandfonbrener, William F. Whitney, 2020, ArXiv.

Noisin: Unbiased Regularization for Recurrent Neural Networks pdf

David M. Blei, Rajesh Ranganath, Jaan Altosaar, 2018, ICML.

Recommending Interesting Writing using a Controllable, Explanation-Aware Visual Interface

Jaan Altosaar, Robert Cottrell, Gabriel Reder, 2020, IntRS@RecSys.

RankFromSets: Scalable set recommendation with optimal recall

Rajesh Ranganath, Wesley Tansey, Jaan Altosaar, 2021, Stat.

Supervised topic modeling for predicting molecular substructure from mass spectrometry

Noémie Elhadad, Susan Holmes, Jaan Altosaar, 2021, F1000Research.

Hierarchical variational models for statistical physics

Jaan Altosaar, Jaan Altosaar, 2019 .