Federated Variational Inference Methods for Structured Latent Variable Models. - Conor Hassan; Robert Salomone; Kerrie L. Mengersen (CoRR, 2023)

Deep Generative Models, Synthetic Tabular Data, and Differential Privacy: An Overview and Synthesis. - Conor Hassan; Robert Salomone; Kerrie L. Mengersen (CoRR, 2023)

Scalable Vertical Federated Learning via Data Augmentation and Amortized Inference. - Conor Hassan; Matthew Sutton; Antonietta Mira; Kerrie L. Mengersen (CoRR, 2024)

Federated Learning for Non-factorizable Models using Deep Generative Prior Approximations. - Conor Hassan; Joshua J. Bon; Elizaveta Semenova; Antonietta Mira; Kerrie L. Mengersen (CoRR, 2024)