Stefan Douglas Webb
Stefan Douglas Webb
DPhil Student, University of Oxford
Verified email at wadham.ox.ac.uk - Homepage
TitleCited byYear
Distributed Bayesian Learning with Stochastic Natural-gradient Expectation Propagation and the Posterior Server
L Hasenclever, S Webb, T Lienart, YW Teh, S Vollmer, ...
arXiv preprint arXiv:1512.09327, 2015
392015
Faithful Inversion of Generative Models for Effective Amortized Inference
S Webb, A Golinski, R Zinkov, N Siddharth, T Rainforth, YW Teh, F Wood
Advances in Neural Information Processing Systems 30 (NeurIPS 2018), 2018
122018
A Statistical Approach to Assessing Neural Network Robustness
S Webb, T Rainforth, YW Teh, MP Kumar
Seventh International Conference on Learning Representations (ICLR 2019), 2019
10*2019
A tighter monte carlo objective with rényi α-divergence measures
S Webb, YW Teh
NIPS Workshop, 2016
32016
Statistically Robust Neural Network Classification
B Wang, S Webb, T Rainforth
arXiv preprint arXiv:1912.04884, 2019
2019
Neural networks for inference, inference for neural networks
SD Webb
University of Oxford, 2018
2018
Inference, Sampling, and Learning in Copula Cumulative Distribution Networks
SD Webb
arXiv preprint arXiv:1310.4456, 2013
2013
Distributed Bayesian Learning with Stochastic Natural-gradient Expectation Propagation
L Hasenclever, S Webb, T Lienart, S Vollmer, B Lakshminarayanan, ...
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Articles 1–8