Robust Bayesian Inference for Simulator-based Models via the MMD Posterior Bootstrap. - Charita Dellaporta; Jeremias Knoblauch; Theodoros Damoulas; François-Xavier Briol (AISTATS, 2022)

Distributionally Robust Optimisation with Bayesian Ambiguity Sets. - Charita Dellaporta; Patrick O'Hara; Theodoros Damoulas (CoRR, 2024)

Decision Making under the Exponential Family: Distributionally Robust Optimisation with Bayesian Ambiguity Sets. - Charita Dellaporta; Patrick O'Hara; Theodoros Damoulas (CoRR, 2024)

Decision Making under Model Misspecification: DRO with Robust Bayesian Ambiguity Sets. - Charita Dellaporta; Patrick O'Hara; Theodoros Damoulas (CoRR, 2025)