Scott A. Sisson
4 papers · 2019–2021 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Cross-Pollinator (14) πΊοΈ Taxonomy Completionist (15)
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Hot Topic Early Bird
Conferences
IJCAI (2)
AISTATS (1)
ICML (1)
Top co-authors
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 datum
(1)
regression tree
(1)
latent structure
(1)
reparameterization trick
(1)
mean-field gaussian
(1)
classification tree
(1)
space partition
(1)
Papers
Poisson-Randomised DirBN: Large Mutation is Needed in Dirichlet Belief Networks
ICML 2021
Bayesian Nonparametric Space Partitions: A Survey
IJCAI 2021
Recurrent Dirichlet Belief Networks for interpretable Dynamic Relational Data Modelling
IJCAI 2020
Variance reduction properties of the reparameterization trick
AISTATS 2019