Debora Sujono
4 papers · 2017–2026 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Academic Marathon · Sprint
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Taxonomy Completionist
(12)
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Hot Topic Early Bird
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Research topics
Keywords
variational inference
(2)
exact inference
(2)
automatic differentiation
(1)
gradient estimation
(1)
gaussian process
(1)
natural gradient
(1)
variance reduction
(1)
probabilistic programming
(1)
latent variable model
(1)
graphical model
(1)
junction tree
(1)
latent variable
(1)
branching process
(1)
black-box inference
(1)
black-box variational inference
(1)
probability generating function
(1)
score function estimator
(1)
stochastic natural gradient
(1)
integer latent variable
(1)
probabilistic modeling
(1)
Papers
Learning to Infer Fast by Attending to Sparse Temporal Observations
UAI 2026
Marginalized Stochastic Natural Gradients for Black-Box Variational Inference
ICML 2021
Learning in Integer Latent Variable Models with Nested Automatic Differentiation
ICML 2018
Exact Inference for Integer Latent-Variable Models
ICML 2017