Prem Gopalan
6 papers · 2012–2014 · 3 conferences · across top CS/AI conferences
Achievements
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๐ฃ Hot Topic Early Bird ๐ Interdisciplinary Bridge ๐ Cross-Pollinator (14) ๐บ๏ธ Taxonomy Completionist (18) ๐งญ Keyword Pioneer
๐
Conference Polyglot
(3)
๐
Trend Setter
๐
Conference Pioneer
Conferences
NIPS (4)
AISTATS (1)
NSDI (1)
Top co-authors
Keywords
variational inference
(5)
community detection
(3)
stochastic variational inference
(3)
collaborative filtering
(2)
recommender system
(2)
mixed membership stochastic blockmodel
(2)
network analysis
(2)
link prediction
(2)
mixed-membership stochastic blockmodel
(2)
bayesian nonparametrics
(2)
poisson factorization
(2)
latent representation
(1)
topic model
(1)
recommendation system
(1)
scalable algorithm
(1)
latent component
(1)
overlapping community
(1)
stochastic inference
(1)
network modeling
(1)
latent topic
(1)
Papers
Content-based recommendations with Poisson factorization
NIPS 2014
Bayesian Nonparametric Poisson Factorization for Recommendation Systems
AISTATS 2014
Efficient Online Inference for Bayesian Nonparametric Relational Models
NIPS 2013
Modeling Overlapping Communities with Node Popularities
NIPS 2013
Scalable Inference of Overlapping Communities
NIPS 2012
Serval: An End-Host Stack for Service-Centric Networking
NSDI 2012