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Journal Articles
- 2022
[j3]Jeremias Knoblauch, Jack Jewson, Theodoros Damoulas:
An Optimization-centric View on Bayes' Rule: Reviewing and Generalizing Variational Inference. J. Mach. Learn. Res. 23: 132:1-132:109 (2022)- 2018
- [j2]Jack Jewson
, Jim Q. Smith, Chris C. Holmes:
Principles of Bayesian Inference Using General Divergence Criteria. Entropy 20(6): 442 (2018) - [j1]Jack Jewson, Simon French:
A comment on the Duckworth-Lewis-Stern method. J. Oper. Res. Soc. 69(7): 1160-1163 (2018)
Conference and Workshop Papers
- 2023
- [c4]Jack Jewson, Sahra Ghalebikesabi, Chris C. Holmes:
Differentially Private Statistical Inference through β-Divergence One Posterior Sampling. NeurIPS 2023 - 2022
- [c3]Sahra Ghalebikesabi, Harry Wilde, Jack Jewson, Arnaud Doucet, Sebastian J. Vollmer, Chris C. Holmes:
Mitigating statistical bias within differentially private synthetic data. UAI 2022: 696-705 - 2021
- [c2]Harrison Wilde, Jack Jewson, Sebastian J. Vollmer, Chris C. Holmes:
Foundations of Bayesian Learning from Synthetic Data. AISTATS 2021: 541-549 - 2018
- [c1]Jeremias Knoblauch, Jack Jewson, Theodoros Damoulas:
Doubly Robust Bayesian Inference for Non-Stationary Streaming Data with \beta-Divergences. NeurIPS 2018: 64-75
Informal and Other Publications
- 2023
- [i5]Jack Jewson, Sahra Ghalebikesabi, Chris C. Holmes:
Differentially Private Statistical Inference through β-Divergence One Posterior Sampling. CoRR abs/2307.05194 (2023) - 2021
- [i4]Sahra Ghalebikesabi, Harrison Wilde, Jack Jewson, Arnaud Doucet, Sebastian J. Vollmer, Chris C. Holmes:
Bias Mitigated Learning from Differentially Private Synthetic Data: A Cautionary Tale. CoRR abs/2108.10934 (2021) - 2020
- [i3]Harrison Wilde, Jack Jewson, Sebastian J. Vollmer, Chris C. Holmes:
Foundations of Bayesian Learning from Synthetic Data. CoRR abs/2011.08299 (2020) - 2019
- [i2]Jeremias Knoblauch, Jack Jewson, Theodoros Damoulas:
Generalized Variational Inference. CoRR abs/1904.02063 (2019) - 2018
- [i1]Jeremias Knoblauch, Jack Jewson, Theodoros Damoulas:
Doubly Robust Bayesian Inference for Non-Stationary Streaming Data with β-Divergences. CoRR abs/1806.02261 (2018)
Coauthor Index
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