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Jeremias Knoblauch
Assistant Professor
EPSRC Fellow
Latest
Predictive performance of power posteriors
Outlier-robust Kalman Filtering through Generalised Bayes
Robust and Conjugate Gaussian Process Regression
The Impact of Loss Estimation on Gibbs Measures
A Rigorous Link between Deep Ensembles and (Variational) Bayesian Methods
Robustifying likelihoods by optimistically re-weighting data
Robust and Scalable Bayesian Online Changepoint Detection
Generalized Bayesian Inference for Discrete Intractable Likelihood
Robust Generalised Bayesian Inference for Intractable Likelihoods
Robust Bayesian inference for simulator-based models via the MMD posterior bootstrap
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