Ben Anson
5 papers · 2023–2025 · 4 conferences · across top CS/AI conferences
Achievements
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Interdisciplinary Bridge
π§
Keyword Pioneer
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Conference Polyglot
(4)
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Cross-Pollinator
(12)
πΊοΈ
Taxonomy Completionist
(15)
Conferences
ICML (2)
ICLR (1)
NIPS (1)
UAI (1)
Top co-authors
Keywords
representation learning
(2)
variational inference
(2)
bayesian inference
(2)
deep kernel machine
(2)
kernel methods
(2)
stochastic regularization
(1)
kernel regularisation
(1)
bartlett decomposition
(1)
deep gaussian process
(1)
convolutional architecture
(1)
image classification
(1)
stochastic kernel regularisation
(1)
deep wishart process
(1)
gaussian process
(1)
Papers
Function-Space Learning Rates
ICML 2025
Stochastic Kernel Regularisation Improves Generalisation in Deep Kernel Machines
NIPS 2024
Convolutional Deep Kernel Machines
ICLR 2024
A theory of representation learning gives a deep generalisation of kernel methods
ICML 2023
An improved variational approximate posterior for the deep Wishart process
UAI 2023