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Unsupervised Probabilistic Models for Sequential Electronic Health Records


Apr 15, 2022
Alan D. Kaplan, John D. Greene, Vincent X. Liu, Priyadip Ray


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Attend and Decode: 4D fMRI Task State Decoding Using Attention Models


Apr 10, 2020
Sam Nguyen, Brenda Ng, Alan K. Kaplan, Priyadip Ray


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Nonstationary Multivariate Gaussian Processes for Electronic Health Records


Oct 13, 2019
Rui Meng, Braden Soper, Herbert Lee, Vincent X. Liu, John D. Greene, Priyadip Ray


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Regularized Sparse Gaussian Processes


Oct 13, 2019
Rui Meng, Herbert Lee, Soper Braden, Priyadip Ray


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Robust Decentralized Learning Using ADMM with Unreliable Agents


May 21, 2018
Qunwei Li, Bhavya Kailkhura, Ryan Goldhahn, Priyadip Ray, Pramod K. Varshney

* 23 pages 

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Modeling sepsis progression using hidden Markov models


Jan 09, 2018
Brenden K. Petersen, Michael B. Mayhew, Kalvin O. E. Ogbuefi, John D. Greene, Vincent X. Liu, Priyadip Ray

* Accepted to NIPS ML4H 2017 

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