Jack Jewson

activity

20172026

most citedPrinciples of Bayesian Inference using General Divergence Criteria

77 citations · 154 across the 17 of their papers we have counts for

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Showing 2018Show all

2 papers · 1 filter

stat.ML2018★ 5 cited

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…

math.ST2018★ 77 cited

Principles of Bayesian Inference using General Divergence Criteria

Jack Jewson, Jim Q Smith, Chris Holmes

When it is acknowledged that all candidate parameterised statistical models are misspecified relative to the data generating process, the decision maker (DM) must currently concern…

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

Principles of Bayesian Inference using General Divergence Criteria

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