Nicholas Foti
5 papers · 2012–2017 · 2 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer π Conference Polyglot (2) π Academic Marathon (5) π Cross-Pollinator (15)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(17)
π
Trend Setter
Conferences
NIPS (3)
AISTATS (2)
Top co-authors
Keywords
completely random measure
(2)
mixture model
(2)
bayesian nonparametrics
(2)
bayesian inference
(2)
stochastic optimization
(2)
document clustering
(1)
time series
(1)
nonparametric model
(1)
nonparametric statistics
(1)
hierarchical model
(1)
variance reduction
(1)
kernel smoothing
(1)
stochastic process
(1)
slice sampling
(1)
poisson process
(1)
bayesian analysis
(1)
stochastic variational inference
(1)
bayesian nonparametric model
(1)
hidden markov model
(1)
latent feature model
(1)
Papers
Reducing Reparameterization Gradient Variance
NIPS 2017
Streaming Variational Inference for Bayesian Nonparametric Mixture Models
AISTATS 2015
Stochastic variational inference for hidden Markov models
NIPS 2014
A unifying representation for a class of dependent random measures
AISTATS 2013
Slice sampling normalized kernel-weighted completely random measure mixture models
NIPS 2012