Nonstationary Multivariate Gaussian Processes for Electronic Health Records

13 October 2019

Papers citing "Nonstationary Multivariate Gaussian Processes for Electronic Health Records"

7 / 7 papers shown

Title
Non-stationary and Sparsely-correlated Multi-output Gaussian Process with Spike-and-Slab Prior Wang Xinming Li Yongxiang Yue Xiaowei Wu Jianguo 31 0 0 05 Sep 2024
Multivariate Probabilistic Time Series Forecasting with Correlated Errors Vincent Zhihao Zheng Lijun Sun BDL AI4TS 39 2 0 01 Feb 2024
Unsupervised Probabilistic Models for Sequential Electronic Health Records Alan Kaplan John D Greene Vincent X. Liu Priyadip Ray 34 2 0 15 Apr 2022
Bayesian Inference in High-Dimensional Time-Serieswith the Orthogonal Stochastic Linear Mixing Model Rui Meng K. Bouchard AI4TS 37 2 0 25 Jun 2021
Stochastic Collapsed Variational Inference for Structured Gaussian Process Regression Network Rui Meng Herbert Lee K. Bouchard 16 2 0 01 Jun 2021
Modeling massive highly-multivariate nonstationary spatial data with the basis graphical lasso M. Krock W. Kleiber D. Hammerling Stephen Becker 19 11 0 07 Jan 2021
MCMC using Hamiltonian dynamics Radford M. Neal 192 3,268 0 09 Jun 2012