Understanding Pathologies of Deep Heteroskedastic Regression. - Eliot Wong-Toi; Alex Boyd; Vincent Fortuin; Stephan Mandt (UAI, 2024)

Generative Uncertainty in Diffusion Models. - Metod Jazbec; Eliot Wong-Toi; Guoxuan Xia; Dan Zhang; Eric T. Nalisnick; Stephan Mandt (UAI, 2025)

JANET: Joint Adaptive predictioN-region Estimation for Time-series. - Eshant English; Eliot Wong-Toi; Matteo Fontana; Stephan Mandt; Padhraic Smyth; Christoph Lippert (Mach. Learn., 2025)