Creighton Heaukulani
4 papers · 2013–2019 · 2 conferences · across top CS/AI conferences
Achievements
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🐝 Cross-Pollinator (12) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (2) 🏃 Academic Marathon (6)
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Hot Topic Early Bird
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Trend Setter
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Conference Pioneer
Conferences
ICML (3)
NIPS (1)
Top co-authors
Keywords
variational inference
(2)
bayesian inference
(1)
hierarchical clustering
(1)
markov chain monte carlo
(1)
bayesian modeling
(1)
bayesian model
(1)
stochastic block model
(1)
feature allocation
(1)
multivariate time series
(1)
random graph
(1)
social network
(1)
network datum
(1)
dynamic covariance
(1)
power law degree distribution
(1)
diffusion tree
(1)
beta distribution
(1)
bfry random variable
(1)
power law distribution
(1)
wishart process
(1)
latent feature propagation
(1)
Papers
Scalable Bayesian dynamic covariance modeling with variational Wishart and inverse Wishart processes
NIPS 2019
Bayesian inference on random simple graphs with power law degree distributions
ICML 2017
Beta Diffusion Trees
ICML 2014
Dynamic Probabilistic Models for Latent Feature Propagation in Social Networks
ICML 2013