Jack Jewson

activity

20172026

most citedSome discussions on the Read Paper "Beyond subjective and objective in statistics" by A. Gelman and C. Hennig

3 citations · 5 across the 5 of their papers we have counts for

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stat.ML2023

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

Jack Jewson, Sahra Ghalebikesabi, Chris Holmes

Differential privacy guarantees allow the results of a statistical analysis involving sensitive data to be released without compromising the privacy of any individual taking part.…

stat.ML2019

Generalized Variational Inference: Three arguments for deriving new Posteriors

Jeremias Knoblauch, Jack Jewson, Theodoros Damoulas

We advocate an optimization-centric view on and introduce a novel generalization of Bayesian inference. Our inspiration is the representation of Bayes' rule as infinite-dimensional…

stat.ML2018

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

Jeremias Knoblauch, Jack Jewson, Theodoros Damoulas

We present the very first robust Bayesian Online Changepoint Detection algorithm through General Bayesian Inference (GBI) with $β$ -divergences. The resulting inference procedure is…

Differentially Private Statistical Inference through β-Divergence One Posterior Sampling

Generalized Variational Inference: Three arguments for deriving new Posteriors

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

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

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