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Stefan Webb
Stefan Webb
Software Engineer (Infrastructure), Facebook
Geverifieerd e-mailadres voor fb.com - Homepage
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Jaar
Grand: Graph neural diffusion
B Chamberlain, J Rowbottom, MI Gorinova, M Bronstein, S Webb, E Rossi
International Conference on Machine Learning, 1407-1418, 2021
2212021
A statistical approach to assessing neural network robustness
S Webb, T Rainforth, YW Teh, MP Kumar
arXiv preprint arXiv:1811.07209, 2018
882018
Distributed Bayesian learning with stochastic natural gradient expectation propagation and the posterior server
L Hasenclever, S Webb, T Lienart, S Vollmer, B Lakshminarayanan, ...
Journal of Machine Learning Research 18 (106), 1-37, 2017
642017
Faithful inversion of generative models for effective amortized inference
S Webb, A Golinski, R Zinkov, T Rainforth, YW Teh, F Wood
Advances in Neural Information Processing Systems 31, 2018
492018
Statistically robust neural network classification
B Wang, S Webb, T Rainforth
Uncertainty in Artificial Intelligence, 1735-1745, 2021
242021
Distributed Bayesian learning with stochastic natural-gradient expectation propagation and the posterior server
YW Teh, L Hasenclever, T Lienart, S Vollmer, S Webb, ...
arXiv preprint arXiv:1512.09327, 2015
162015
Improving automated variational inference with normalizing flows
S Webb, JP Chen, M Jankowiak, N Goodman
ICML Workshop on Automated Machine Learning, 2019
72019
A tighter monte carlo objective with rényi α-divergence measures
S Webb, YW Teh
NIPS Workshop, 2016
42016
Neural networks for inference, inference for neural networks
S Webb
University of Oxford, 2018
2018
Inference, Sampling, and Learning in Copula Cumulative Distribution Networks
SD Webb
arXiv preprint arXiv:1310.4456, 2013
2013
Implementation of the sequence memoizer in a probabilistic programming language
S Webb
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Artikelen 1–11