Jack Jewson

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 12

Top Topics

Bayesian Inference

Top Venues

J. Mach. Learn. Res.

Publications

Jack Jewson, Sahra Ghalebikesabi, Chris C. Holmes
Differentially Private Statistical Inference through β-Divergence One Posterior Sampling. NeurIPS (2023)
Jack Jewson, Sahra Ghalebikesabi, Chris C. Holmes
Differentially Private Statistical Inference through β-Divergence One Posterior Sampling. CoRR (2023)
Jeremias Knoblauch, Jack Jewson, Theodoros Damoulas
An Optimization-centric View on Bayes' Rule: Reviewing and Generalizing Variational Inference. J. Mach. Learn. Res. 23 (2022)
Sahra Ghalebikesabi, Harry Wilde, Jack Jewson, Arnaud Doucet, Sebastian J. Vollmer, Chris C. Holmes
Mitigating statistical bias within differentially private synthetic data. UAI (2022)
Harrison Wilde, Jack Jewson, Sebastian J. Vollmer, Chris C. Holmes
Foundations of Bayesian Learning from Synthetic Data. AISTATS (2021)
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 (2021)
Harrison Wilde, Jack Jewson, Sebastian J. Vollmer, Chris C. Holmes
Foundations of Bayesian Learning from Synthetic Data. CoRR (2020)
Jeremias Knoblauch, Jack Jewson, Theodoros Damoulas
Generalized Variational Inference. CoRR (2019)
Jack Jewson, Simon French
A comment on the Duckworth-Lewis-Stern method. J. Oper. Res. Soc. 69 (7) (2018)
Jeremias Knoblauch, Jack Jewson, Theodoros Damoulas
Doubly Robust Bayesian Inference for Non-Stationary Streaming Data with β-Divergences. CoRR (2018)
Jack Jewson, Jim Q. Smith, Chris C. Holmes
Principles of Bayesian Inference Using General Divergence Criteria. Entropy 20 (6) (2018)
Jeremias Knoblauch, Jack Jewson, Theodoros Damoulas
Doubly Robust Bayesian Inference for Non-Stationary Streaming Data with \beta-Divergences. NeurIPS (2018)