Nicholas Foti
5 papers · 2012–2017 · 2 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (18) 🐣 Hot Topic Early Bird
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Venues
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Research topics
Machine Learning
(5)
Bayesian & Probabilistic · Machine Learning
(4)
Optimization & Theory · Machine Learning
(4)
Artificial Intelligence
(3)
Bayesian & Probabilistic · Artificial Intelligence
(3)
Deep Learning
(2)
Core Methods
(2)
Data Science & Analytics
(1)
Interdisciplinary
(1)
Learning Types
(1)
Methods
(1)
Models
(1)
Optimization & Theory · Deep Learning
(1)
Science
(1)
Keywords
bayesian nonparametrics
(2)
bayesian inference
(2)
mixture model
(2)
completely random measure
(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
NeurIPS 2017
Streaming Variational Inference for Bayesian Nonparametric Mixture Models
AISTATS 2015
Stochastic variational inference for hidden Markov models
NeurIPS 2014
A unifying representation for a class of dependent random measures
AISTATS 2013
Slice sampling normalized kernel-weighted completely random measure mixture models
NeurIPS 2012