Challenges and Opportunities in High Dimensional Variational Inference. - Akash Kumar Dhaka; Alejandro Catalina; Manushi Welandawe; Michael Riis Andersen; Jonathan H. Huggins; Aki Vehtari (NeurIPS, 2021)

Robust, Automated, and Accurate Black-box Variational Inference. - Manushi Welandawe; Michael Riis Andersen; Aki Vehtari; Jonathan H. Huggins (CoRR, 2022)

A Framework for Improving the Reliability of Black-box Variational Inference. - Manushi Welandawe; Michael Riis Andersen; Aki Vehtari; Jonathan H. Huggins (J. Mach. Learn. Res., 2024)