Bayesian Nonparametric Spectral Estimation

6 September 2018

Papers citing "Bayesian Nonparametric Spectral Estimation"

14 / 14 papers shown

Title
Gaussian process deconvolution Felipe A. Tobar Arnaud Robert Jorge F. Silva 33 5 0 08 May 2023
Online Probabilistic Model Identification using Adaptive Recursive MCMC Pedram Agand Mo Chen H. Taghirad 38 4 0 23 Oct 2022
Computationally-efficient initialisation of GPs: The generalised variogram method Felipe A. Tobar Elsa Cazelles T. Wolff 19 0 0 11 Oct 2022
Nonstationary multi-output Gaussian processes via harmonizable spectral mixtures Matias Altamirano Felipe A. Tobar 9 4 0 18 Feb 2022
Marginalising over Stationary Kernels with Bayesian Quadrature Saad Hamid Sebastian Schulze Michael A. Osborne Stephen J. Roberts GP 14 4 0 14 Jun 2021
Bayesian Reconstruction of Fourier Pairs Felipe A. Tobar Lerko Araya-Hernández P. Huijse Petar M. Djurić 20 5 0 09 Nov 2020
Gaussian process imputation of multiple financial series T. Wolff Alejandro Cuevas Felipe A. Tobar AI4TS 22 8 0 11 Feb 2020
MOGPTK: The Multi-Output Gaussian Process Toolkit T. Wolff Alejandro Cuevas Felipe A. Tobar GP 6 45 0 09 Feb 2020
The Wasserstein-Fourier Distance for Stationary Time Series Elsa Cazelles Arnaud Robert Felipe A. Tobar AI4TS 23 34 0 11 Dec 2019
Function-Space Distributions over Kernels Gregory W. Benton Wesley J. Maddox Jayson Salkey J. Albinati A. Wilson BDL GP 8 26 0 29 Oct 2019
Band-Limited Gaussian Processes: The Sinc Kernel Felipe A. Tobar 14 18 0 16 Sep 2019
Compositionally-Warped Gaussian Processes Gonzalo Rios Felipe A. Tobar 14 41 0 23 Jun 2019
Learning spectrograms with convolutional spectral kernels Zheyan Shen Markus Heinonen Samuel Kaski 17 9 0 23 May 2019
Low-pass filtering as Bayesian inference Cristobal Valenzuela Felipe A. Tobar AI4TS 14 2 0 09 Feb 2019