Jack Jewson

Lecturer, Monash University

Joined

July 2019

Names

Jack Jewson

Emails

****@upf.edu (Confirmed)

****@monash.edu (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Lecturer

Monash University (monash.edu)

2024 – Present

Postdoc

Universitat Pompeu Fabra (upf.edu)

2019 – 2024

PhD student

University of Warwick (warwick.ac.uk)

2015 – 2019

Advisors, Relations & Conflicts

No relations added

Expertise

Gaussian Graphical Models

2022 – 2026

Differential Privacy

2020 – 2026

Generalised Bayesian Inference

2016 – 2026

Publications

Differentially Private Statistical Inference through $\beta$-Divergence One Posterior Sampling
Jack Jewson, Sahra Ghalebikesabi, Christopher C. Holmes
- NeurIPS 2023 poster
- Readers: Everyone
Differentially Private Statistical Inference through β-Divergence One Posterior Sampling
Jack Jewson, Sahra Ghalebikesabi, Chris C. Holmes
- Published: 01 Jan 2023, Last Modified: 21 Feb 2024
- CoRR 2023
- Readers: Everyone
Mitigating statistical bias within differentially private synthetic data
Sahra Ghalebikesabi, Harry Wilde, Jack Jewson, Arnaud Doucet, Sebastian J. Vollmer, Chris C. Holmes
- 2022 (modified: 14 Apr 2023)
- UAI 2022
- Readers: Everyone
An Optimization-centric View on Bayes' Rule: Reviewing and Generalizing Variational Inference
Jeremias Knoblauch, Jack Jewson, Theodoros Damoulas
- Published: 01 Jan 2022, Last Modified: 21 Feb 2024
- J. Mach. Learn. Res. 2022
- Readers: Everyone
Foundations of Bayesian Learning from Synthetic Data
Harrison Wilde, Jack Jewson, Sebastian J. Vollmer, Chris C. Holmes
- Published: 01 Jan 2021, Last Modified: 04 Jun 2023
- AISTATS 2021
- Readers: Everyone
Doubly Robust Bayesian Inference for Non-Stationary Streaming Data with \beta-Divergences
Jeremias Knoblauch, Jack Jewson, Theodoros Damoulas
- 2018 (modified: 11 Nov 2022)
- NeurIPS 2018
- Readers: Everyone
Principles of Bayesian Inference Using General Divergence Criteria
Jack Jewson, Jim Q. Smith, Chris C. Holmes
- Published: 01 Jan 2018, Last Modified: 21 Feb 2024
- Entropy 2018
- Readers: Everyone

Jack Jewson

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Differentially Private Statistical Inference through $\beta$-Divergence One Posterior Sampling

Differentially Private Statistical Inference through β-Divergence One Posterior Sampling

Mitigating statistical bias within differentially private synthetic data

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

Foundations of Bayesian Learning from Synthetic Data

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

Principles of Bayesian Inference Using General Divergence Criteria

Co-Authors