Scott A. Sisson
4 papers · 2019–2021 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(15)
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Hot Topic Early Bird
Venues
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Research topics
Keywords
dirichlet belief network
(2)
link prediction
(2)
variational inference
(1)
gradient estimation
(1)
gibbs sampling
(1)
variance reduction
(1)
relational modeling
(1)
probabilistic framework
(1)
score function
(1)
recurrent neural network
(1)
random feature
(1)
latent distribution
(1)
deep generative model
(1)
dynamic relational data
(1)
regression tree
(1)
latent structure
(1)
reparameterization trick
(1)
mean-field gaussian
(1)
classification tree
(1)
space partition
(1)
Papers
Bayesian Nonparametric Space Partitions: A Survey
IJCAI 2021
Poisson-Randomised DirBN: Large Mutation is Needed in Dirichlet Belief Networks
ICML 2021
Recurrent Dirichlet Belief Networks for interpretable Dynamic Relational Data Modelling
IJCAI 2020
Variance reduction properties of the reparameterization trick
AISTATS 2019