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Evaluating representations by the complexity of learning low-loss predictors

Sep 15, 2020
William F. Whitney, Min Jae Song, David Brandfonbrener, Jaan Altosaar, Kyunghyun Cho

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ClinicalBERT: Modeling Clinical Notes and Predicting Hospital Readmission

Apr 11, 2019
Kexin Huang, Jaan Altosaar, Rajesh Ranganath

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Noisin: Unbiased Regularization for Recurrent Neural Networks

Jul 13, 2018
Adji B. Dieng, Rajesh Ranganath, Jaan Altosaar, David M. Blei

* In Proceedings of the International Conference on Machine Learning, 2018 

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Operator Variational Inference

Mar 15, 2018
Rajesh Ranganath, Jaan Altosaar, Dustin Tran, David M. Blei

* Appears in Neural Information Processing Systems, 2016 

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Proximity Variational Inference

May 24, 2017
Jaan Altosaar, Rajesh Ranganath, David M. Blei

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

Aug 19, 2015
Jingwei Zhang, Aaron Gerow, Jaan Altosaar, James Evans, Richard Jean So

* EMNLP 2015 

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