An Optimization-centric View on Bayes’ Rule: Reviewing and Generalizing Variational Inference J Knoblauch, J Jewson, T Damoulas
Journal of Machine Learning Research 23 (132), 1-109, 2022
231 * 2022 Principles of Bayesian inference using general divergence criteria J Jewson, J Smith, C Holmes
Entropy 20 (6), 442, 2018
110 2018 Doubly Robust Bayesian Inference for Non-Stationary Streaming Data with J Knoblauch, JE Jewson, T Damoulas
Advances in Neural Information Processing Systems, 64-75, 2018
84 2018 General bayesian loss function selection and the use of improper models J Jewson, D Rossell
Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2022
28 2022 Foundations of Bayesian Learning from Synthetic Data H Wilde, J Jewson, S Vollmer, C Holmes
International Conference on Artificial Intelligence and Statistics, 541-549, 2021
16 2021 Mitigating Statistical Bias within Differentially Private Synthetic Data S Ghalebikesabi, H Wilde, J Jewson, A Doucet, SJ Vollmer, CC Holmes
The 38th Conference on Uncertainty in Artificial Intelligence, 2022
15 * 2022 Bayesian approximations to hidden semi-Markov models for telemetric monitoring of physical activity B Hadj-Amar, J Jewson, M Fiecas
Bayesian Analysis 18 (2), 547-577, 2023
6 * 2023 Differentially Private Statistical Inference through JE Jewson, S Ghalebikesabi, CC Holmes
Advances in Neural Information Processing Systems 36, 76974-77001, 2023
4 2023 On the Stability of General Bayesian Inference J Jewson, JQ Smith, C Holmes
arXiv preprint arXiv:2301.13701, 2023
4 2023 Graphical model inference with external network data J Jewson, L Li, L Battaglia, S Hansen, D Rossell, P Zwiernik
arXiv preprint arXiv:2210.11107, 2022
3 2022 A comment on the Duckworth–Lewis–Stern method J Jewson, S French
Journal of the Operational Research Society 69 (7), 1160-1163, 2018
3 2018 Bayesian sparse vector autoregressive switching models with application to human gesture phase segmentation B Hadj-Amar, J Jewson, M Vannucci
The Annals of Applied Statistics 18 (3), 2511-2531, 2024
1 2024 Some discussions on the Read Paper" Beyond subjective and objective in statistics" by A. Gelman and C. Hennig G Celeux, J Jewson, J Josse, JM Marin, CP Robert
arXiv preprint arXiv:1705.03727, 2017
1 2017 An analysis of the Duckworth Lewis method in the context of English county cricket J Jewson, S French
Master’s Thesis). Retrieved from https://www2. warwick. ac. uk/fac/sci …, 2015
1 2015 Bayesian Inference in the M-open world JE Jewson
University of Warwick, 2019
2019 
Jeremias KnoblauchAssociate professor/lecturer & EPSRC Fellow @ University College LondonBestätigte E-Mail-Adresse bei ucl.ac.uk
