Bayesian Nonparametric Covariance Regression

11 January 2011

Papers citing "Bayesian Nonparametric Covariance Regression"

11 / 11 papers shown

Title
An Approximate Bayesian Approach to Covariate-dependent Graphical Modeling Sutanoy Dasgupta P. Zhao Jacob Helwig P. Ghosh D. Pati Bani Mallick 15 1 0 15 Mar 2023
Covariance regression with random forests Cansu Alakus Denis Larocque A. Labbe 8 6 0 16 Sep 2022
Learning Individual Interactions from Population Dynamics with Discrete-Event Simulation Model Yan Shen Fan Yang Ming-Xin Gao Wen Dong 6 0 0 04 May 2022
A Nonconvex Framework for Structured Dynamic Covariance Recovery Katherine Tsai Mladen Kolar Oluwasanmi Koyejo 14 2 0 11 Nov 2020
A combinatorial conjecture from PAC-Bayesian machine learning M. Younsi A. Lacasse 6 0 0 02 Jun 2020
Scalable Bayesian dynamic covariance modeling with variational Wishart and inverse Wishart processes Creighton Heaukulani Mark van der Wilk BDL 19 15 0 22 Jun 2019
Learning Localized Spatio-Temporal Models From Streaming Data Muhammad Osama Dave Zachariah Thomas B. Schon 11 1 0 09 Feb 2018
A Mutually-Dependent Hadamard Kernel for Modelling Latent Variable Couplings Sami Remes Markus Heinonen Samuel Kaski 10 3 0 27 Feb 2017
Gaussian Process Conditional Copulas with Applications to Financial Time Series José Miguel Hernández-Lobato J. Lloyd Daniel Hernández-Lobato 54 18 0 01 Jul 2013
Dynamic Covariance Models for Multivariate Financial Time Series Yue Wu José Miguel Hernández-Lobato Zoubin Ghahramani 59 45 0 18 May 2013
Locally adaptive factor processes for multivariate time series Daniele Durante B. Scarpa David B. Dunson AI4TS 75 37 0 07 Oct 2012