Publications

• Conor Hassan, Robert Salomone, and Kerrie Mengersen. “Federated Variational Inference Methods for Structured Latent Variable Models.” arXiv preprint arXiv:2302.03314 (2023). Under review.

• Conor Hassan, Robert Salomone, and Kerrie Mengersen. “Deep Generative Models, Synthetic Tabular Data, and Differential Privacy: An Overview and Synthesis.” arXiv preprint arXiv:2307.15424 (2023).

• Conor Hassan, et al. “Deep Generative Priors for Dependent Data Federated Learning.” In preparation.

• Conor Hassan, et al. “Bayesian Vertical Federated Learning via Data Augmentation.” In preparation.

• Joshua J. Bon, et al. “Being Bayesian in the 2020s: opportunities and challenges in the practice of modern applied Bayesian statistics.” Philosophical Transactions of the Royal Society A (2023). Accepted for publication.