Charita Dellaporta

According to our database, Charita Dellaporta authored at least 6 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Conservative neural posterior estimation via distributionally robust training.

William Laplante, Yuga Hikida, Charita Dellaporta, François-Xavier Briol, Ayush Bharti

CoRR, May, 2026

Amortised and provably-robust simulation-based inference.

Ayush Bharti, Charita Dellaporta, Yuga Hikida, François-Xavier Briol

CoRR, February, 2026

Decision-Making Under Model Misspecification: DRO with Robust Bayesian Ambiguity Sets.

Charita Dellaporta, Patrick O'Hara, Theodoros Damoulas

Entropy, 2026

2025

Decision Making under the Exponential Family: Distributionally Robust Optimisation with Bayesian Ambiguity Sets.

Charita Dellaporta, Patrick O'Hara, Theodoros Damoulas

Proceedings of the Forty-second International Conference on Machine Learning, 2025

2024

Distributionally Robust Optimisation with Bayesian Ambiguity Sets.

Charita Dellaporta, Patrick O'Hara, Theodoros Damoulas

CoRR, 2024

2022

Robust Bayesian Inference for Simulator-based Models via the MMD Posterior Bootstrap.

Charita Dellaporta, Jeremias Knoblauch, Theodoros Damoulas, François-Xavier Briol

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022