Integrative Analysis and Imputation of Multiple Data Streams via Deep Gaussian Processes

17 May 2025

Papers citing "Integrative Analysis and Imputation of Multiple Data Streams via Deep Gaussian Processes"

7 / 7 papers shown

Title
Gaussian Processes for Missing Value Imputation B. Jafrasteh Daniel Hernández-Lobato Simón Pedro Lubián López Isabel Benavente-Fernández GP 60 15 0 10 Apr 2022
Exact Gaussian Processes on a Million Data Points Ke Alexander Wang Geoff Pleiss Jacob R. Gardner Stephen Tyree Kilian Q. Weinberger A. Wilson GP 55 230 0 19 Mar 2019
BRITS: Bidirectional Recurrent Imputation for Time Series Wei Cao Dong Wang Jian Li Hao Zhou Lei Li Yitan Li AI4TS 53 623 0 27 May 2018
Doubly Stochastic Variational Inference for Deep Gaussian Processes Hugh Salimbeni M. Deisenroth BDL GP 91 422 0 24 May 2017
Recurrent Neural Networks for Multivariate Time Series with Missing Values Zhengping Che S. Purushotham Kyunghyun Cho David Sontag Yan Liu AI4TS 310 1,947 0 06 Jun 2016
Deep Gaussian Processes Andreas C. Damianou Neil D. Lawrence GP BDL 146 1,184 0 02 Nov 2012
Parallel MCMC with Generalized Elliptical Slice Sampling Robert Nishihara Iain Murray Ryan P. Adams 117 81 0 28 Oct 2012