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Ioannis Papageorgiou
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Bayesian context trees: Modelling and exact inference for discrete time series
I Kontoyiannis, L Mertzanis, A Panotopoulou, I Papageorgiou, ...
Journal of the Royal Statistical Society: Series B (Statistical Methodology …, 2022
282022
Revisiting context-tree weighting for Bayesian inference
I Papageorgiou, I Kontoyiannis, L Mertzanis, A Panotopoulou, ...
2021 IEEE International Symposium on Information Theory (ISIT), 2906-2911, 2021
132021
Posterior representations for Bayesian Context Trees: Sampling, estimation and convergence
I Papageorgiou, I Kontoyiannis
Bayesian analysis 1 (1), 1-29, 2023
112023
Bayesian change-point detection via context-tree weighting
V Lungu, I Papageorgiou, I Kontoyiannis
2022 IEEE Information Theory Workshop (ITW), 125-130, 2022
112022
Change-point detection and segmentation of discrete data using Bayesian Context Trees
V Lungu, I Papageorgiou, I Kontoyiannis
arXiv preprint arXiv:2203.04341, 2022
92022
The posterior distribution of Bayesian Context-Tree models: Theory and applications
I Papageorgiou, I Kontoyiannis
2022 IEEE International Symposium on Information Theory (ISIT), 702-707, 2022
72022
Hierarchical Bayesian mixture models for time series using context trees as state space partitions
I Papageorgiou, I Kontoyiannis
arXiv preprint arXiv:2106.03023, 2022
7*2022
Truly Bayesian entropy estimation
I Papageorgiou, I Kontoyiannis
2023 IEEE Information Theory Workshop (ITW), 497-502, 2023
52023
The Bayesian Context Trees State Space Model for time series modelling and forecasting
I Papageorgiou, I Kontoyiannis
arXiv preprint arXiv:2308.00913, 2023
22023
Context-tree weighting for real-valued time series: Bayesian inference with hierarchical mixture models
I Papageorgiou, I Kontoyiannis
2023 IEEE International Symposium on Information Theory (ISIT), 2464-2469, 2023
22023
Time series modelling and inference with Bayesian Context Trees
I Papageorgiou
2023
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Articles 1–11