Stefan Webb
5 papers · 2017–2021 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Taxonomy Completionist
(12)
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Hot Topic Early Bird
Venues
Top co-authors
Research topics
Keywords
variational inference
(2)
bayesian learning
(1)
graph learning
(1)
distributed learning
(1)
natural gradient
(1)
diffusion process
(1)
expectation propagation
(1)
statistical estimation
(1)
posterior approximation
(1)
amortized inference
(1)
generative model
(1)
graphical model
(1)
partial differential equation
(1)
neural network robustness
(1)
generalization performance
(1)
monte carlo method
(1)
probabilistic robustness
(1)
graph benchmark
(1)
adversarial risk
(1)
graph neural network
(1)
Papers
GRAND: Graph Neural Diffusion
ICML 2021
Statistically robust neural network classification
UAI 2021
A Statistical Approach to Assessing Neural Network Robustness
ICLR 2019
Faithful Inversion of Generative Models for Effective Amortized Inference
NeurIPS 2018
Distributed Bayesian Learning with Stochastic Natural Gradient Expectation Propagation and the Posterior Server
JMLR 2017