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 | 146* | 2022 |
Principles of Bayesian inference using general divergence criteria J Jewson, J Smith, C Holmes Entropy 20 (6), 442, 2018 | 98* | 2018 |
Doubly Robust Bayesian Inference for Non-Stationary Streaming Data with -Divergences J Knoblauch, JE Jewson, T Damoulas Advances in Neural Information Processing Systems, 64-75, 2018 | 74 | 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 | 24 | 2022 |
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 | 12* | 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 | 9 | 2021 |
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 |
On the Stability of General Bayesian Inference J Jewson, JQ Smith, C Holmes arXiv preprint arXiv:2301.13701, 2023 | 3 | 2023 |
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 |
Differentially Private Statistical Inference through -Divergence One Posterior Sampling JE Jewson, S Ghalebikesabi, CC Holmes Advances in Neural Information Processing Systems 36, 2024 | 2 | 2024 |
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 | 2 | 2022 |
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 Sparse Vector Autoregressive Switching Models with Application to Human Gesture Phase Segmentation B Hadj-Amar, J Jewson, M Vannucci arXiv preprint arXiv:2302.05347, 2023 | | 2023 |
Bayesian Inference in the M-open world JE Jewson University of Warwick, 2019 | | 2019 |