Jonathan So
4 papers · 2021–2024 · 2 conferences · across top CS/AI conferences
Achievements
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🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🌍
Conference Polyglot
(2)
🐝
Cross-Pollinator
(13)
Conferences
AISTATS (2)
NIPS (2)
Top co-authors
Keywords
variational inference
(4)
natural gradient
(2)
nonlinear ica
(2)
monte carlo estimation
(1)
probability distribution
(1)
expectation propagation
(1)
spatial datum
(1)
deep generative model
(1)
inducing point
(1)
surrogate distribution
(1)
identifiability theory
(1)
unsupervised learning
(1)
t-process prior
(1)
approximate inference
(1)
maximum likelihood
(1)
Papers
Fearless Stochasticity in Expectation Propagation
NIPS 2024
Optimising Distributions with Natural Gradient Surrogates
AISTATS 2024
Identifiable Feature Learning for Spatial Data with Nonlinear ICA
AISTATS 2024
Disentangling Identifiable Features from Noisy Data with Structured Nonlinear ICA
NIPS 2021