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Posterior Representations for Bayesian Context Trees: Sampling,
  Estimation and Convergence
v1v2v3v4 (latest)

Posterior Representations for Bayesian Context Trees: Sampling, Estimation and Convergence

Bayesian Analysis (Bayesian Anal.), 2022
4 February 2022
I. Papageorgiou
Ioannis Kontoyiannis
ArXiv (abs)PDFHTMLGithub

Papers citing "Posterior Representations for Bayesian Context Trees: Sampling, Estimation and Convergence"

6 / 6 papers shown
Conditional Density Estimation with Histogram Trees
Conditional Density Estimation with Histogram TreesNeural Information Processing Systems (NeurIPS), 2024
Lincen Yang
Matthijs van Leeuwen
273
4
0
15 Oct 2024
Approximate learning of parsimonious Bayesian context trees
Approximate learning of parsimonious Bayesian context trees
Daniyar Ghani
N. Heard
Francesco Sanna Passino
217
0
0
27 Jul 2024
The Bayesian Context Trees State Space Model for time series modelling and forecasting
The Bayesian Context Trees State Space Model for time series modelling and forecastingInternational Journal of Forecasting (IJF), 2023
I. Papageorgiou
Ioannis Kontoyiannis
AI4TS
309
5
0
02 Aug 2023
Context-tree weighting and Bayesian Context Trees: Asymptotic and
  non-asymptotic justifications
Context-tree weighting and Bayesian Context Trees: Asymptotic and non-asymptotic justificationsIEEE Transactions on Information Theory (IEEE Trans. Inf. Theory), 2022
Ioannis Kontoyiannis
519
6
0
04 Nov 2022
Change-point Detection and Segmentation of Discrete Data using Bayesian Context Trees
Change-point Detection and Segmentation of Discrete Data using Bayesian Context Trees
Valentin Lungu
I. Papageorgiou
Ioannis Kontoyiannis
254
10
0
08 Mar 2022
Context-tree weighting for real-valued time series: Bayesian inference
  with hierarchical mixture models
Context-tree weighting for real-valued time series: Bayesian inference with hierarchical mixture modelsInternational Symposium on Information Theory (ISIT), 2021
I. Papageorgiou
Ioannis Kontoyiannis
307
1
0
06 Jun 2021
1
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