Jack Jewson

According to our database, Jack Jewson authored at least 10 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Differentially Private Statistical Inference through β-Divergence One Posterior Sampling.

Jack Jewson, Sahra Ghalebikesabi, Chris C. Holmes

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

An Optimization-centric View on Bayes' Rule: Reviewing and Generalizing Variational Inference.

Jeremias Knoblauch, Jack Jewson, Theodoros Damoulas

J. Mach. Learn. Res., 2022

Mitigating statistical bias within differentially private synthetic data.

Sahra Ghalebikesabi, Harry Wilde, Jack Jewson, Arnaud Doucet, Sebastian J. Vollmer, Chris C. Holmes

Proceedings of the Uncertainty in Artificial Intelligence, 2022

2021

Bias Mitigated Learning from Differentially Private Synthetic Data: A Cautionary Tale.

Sahra Ghalebikesabi, Harrison Wilde, Jack Jewson, Arnaud Doucet, Sebastian J. Vollmer, Chris C. Holmes

CoRR, 2021

Foundations of Bayesian Learning from Synthetic Data.

Harrison Wilde, Jack Jewson, Sebastian J. Vollmer, Chris C. Holmes

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

2019

Generalized Variational Inference.

Jeremias Knoblauch, Jack Jewson, Theodoros Damoulas

CoRR, 2019

2018

A comment on the Duckworth-Lewis-Stern method.

Jack Jewson, Simon French

J. Oper. Res. Soc., 2018

Principles of Bayesian Inference Using General Divergence Criteria.

Jack Jewson, Jim Q. Smith, Chris C. Holmes

Entropy, 2018

Doubly Robust Bayesian Inference for Non-Stationary Streaming Data with β-Divergences.

Jeremias Knoblauch, Jack Jewson, Theodoros Damoulas

CoRR, 2018

Doubly Robust Bayesian Inference for Non-Stationary Streaming Data with \beta-Divergences.

Jeremias Knoblauch, Jack Jewson, Theodoros Damoulas

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018