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Jeremias Knoblauch

Jeremias Knoblauch

Associate Professor

Latest

  • BayesComp satellite workshop
  • Advances in post-Bayesian methods - Workshop 2025
  • Prediction-Centric Uncertainty Quantification via MMD
  • Robust and Conjugate Spatio-Temporal Gaussian Processes
  • Two papers accepted at AISTATS
  • Post-Bayesian online seminar series coming!
  • Promotion
  • 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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