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 | 28 | 2022 |
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 | 13 | 2021 |
Posterior representations for Bayesian Context Trees: Sampling, estimation and convergence I Papageorgiou, I Kontoyiannis Bayesian analysis 1 (1), 1-29, 2023 | 11 | 2023 |
Bayesian change-point detection via context-tree weighting V Lungu, I Papageorgiou, I Kontoyiannis 2022 IEEE Information Theory Workshop (ITW), 125-130, 2022 | 11 | 2022 |
Change-point detection and segmentation of discrete data using Bayesian Context Trees V Lungu, I Papageorgiou, I Kontoyiannis arXiv preprint arXiv:2203.04341, 2022 | 9 | 2022 |
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 | 7 | 2022 |
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 | 5 | 2023 |
The Bayesian Context Trees State Space Model for time series modelling and forecasting I Papageorgiou, I Kontoyiannis arXiv preprint arXiv:2308.00913, 2023 | 2 | 2023 |
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 | 2 | 2023 |
Time series modelling and inference with Bayesian Context Trees I Papageorgiou | | 2023 |