Stefan Webb

According to our database, Stefan Webb authored at least 6 papers between 2017 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2021

Statistically robust neural network classification.

Benjie Wang, Stefan Webb, Tom Rainforth

Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, 2021

GRAND: Graph Neural Diffusion.

Ben Chamberlain, James Rowbottom, Maria I. Gorinova, Michael M. Bronstein, Stefan Webb, Emanuele Rossi

Proceedings of the 38th International Conference on Machine Learning, 2021

2019

A Statistical Approach to Assessing Neural Network Robustness.

Stefan Webb, Tom Rainforth, Yee Whye Teh, M. Pawan Kumar

Proceedings of the 7th International Conference on Learning Representations, 2019

2018

Faithful Inversion of Generative Models for Effective Amortized Inference.

Stefan Webb, Adam Golinski, Robert Zinkov, Siddharth Narayanaswamy, Tom Rainforth, Yee Whye Teh, Frank Wood

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

2017

Distributed Bayesian Learning with Stochastic Natural Gradient Expectation Propagation and the Posterior Server.

Leonard Hasenclever, Stefan Webb, Thibaut Liénart, Sebastian J. Vollmer, Balaji Lakshminarayanan, Charles Blundell, Yee Whye Teh

J. Mach. Learn. Res., 2017

Faithful Model Inversion Substantially Improves Auto-encoding Variational Inference.

Stefan Webb, Adam Golinski, Robert Zinkov, N. Siddharth, Yee Whye Teh, Frank D. Wood

CoRR, 2017