Stefan Webb
Stefan Webb
Software Engineer (Infrastructure), Facebook
Geverifieerd e-mailadres voor fb.com - Homepage
Geciteerd door
Geciteerd door
Grand: Graph neural diffusion
B Chamberlain, J Rowbottom, MI Gorinova, M Bronstein, S Webb, E Rossi
International Conference on Machine Learning, 1407-1418, 2021
A statistical approach to assessing neural network robustness
S Webb, T Rainforth, YW Teh, MP Kumar
arXiv preprint arXiv:1811.07209, 2018
Distributed Bayesian learning with stochastic natural gradient expectation propagation and the posterior server
L Hasenclever, S Webb, T Lienart, S Vollmer, B Lakshminarayanan, ...
The Journal of Machine Learning Research 18 (1), 3744-3780, 2017
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
Statistically robust neural network classification
B Wang, S Webb, T Rainforth
Uncertainty in Artificial Intelligence, 1735-1745, 2021
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
Improving automated variational inference with normalizing flows
S Webb, JP Chen, M Jankowiak, N Goodman
ICML, Workshop on Automated Machine Learning, 2019
A tighter monte carlo objective with rényi α-divergence measures
S Webb, YW Teh
NIPS Workshop, 2016
Neural networks for inference, inference for neural networks
SD Webb
University of Oxford, 2018
Inference, Sampling, and Learning in Copula Cumulative Distribution Networks
SD Webb
arXiv preprint arXiv:1310.4456, 2013
Implementation of the sequence memoizer in a probabilistic programming language
S Webb
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Artikelen 1–11