Webb, Stefan

5 publications

ICML 2021 GRAND: Graph Neural Diffusion Ben Chamberlain, James Rowbottom, Maria I Gorinova, Michael Bronstein, Stefan Webb, Emanuele Rossi

UAI 2021 Statistically Robust Neural Network Classification Benjie Wang, Stefan Webb, Tom Rainforth

ICLR 2019 A Statistical Approach to Assessing Neural Network Robustness Stefan Webb, Tom Rainforth, Yee Whye Teh, M. Pawan Kumar

NeurIPS 2018 Faithful Inversion of Generative Models for Effective Amortized Inference Stefan Webb, Adam Golinski, Rob Zinkov, Siddharth N, Tom Rainforth, Yee Whye Teh, Frank Wood

JMLR 2017 Distributed Bayesian Learning with Stochastic Natural Gradient Expectation Propagation and the Posterior Server Leonard Hasenclever, Stefan Webb, Thibaut Lienart, Sebastian Vollmer, Balaji Lakshminarayanan, Charles Blundell, Yee Whye Teh