Prem Gopalan
6 papers · 2012–2014 · 3 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (19) 🌍 Conference Polyglot · Bronze 🧭 Keyword Pioneer
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Keyword Champion
(2)
🚀
Conference Pioneer
📈
Trend Setter
Venues
Top co-authors
Research topics
Data Science & Analytics
(5)
Machine Learning
(5)
Applications · Data Science & Analytics
(5)
Bayesian & Probabilistic · Machine Learning
(5)
Artificial Intelligence
(3)
Bayesian & Probabilistic · Artificial Intelligence
(3)
Core Methods
(3)
Optimization & Theory
(3)
Learning Types
(2)
Methods
(2)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Applications · Natural Language Processing
(1)
Core AI
(1)
Mathematics
(1)
Keywords
variational inference
(5)
stochastic variational inference
(4)
community detection
(3)
mixed membership stochastic blockmodel
(2)
network analysis
(2)
bayesian nonparametrics
(2)
collaborative filtering
(2)
poisson factorization
(2)
stochastic block model
(2)
link prediction
(2)
recommender system
(2)
generative model
(1)
probabilistic model
(1)
latent representation
(1)
topic model
(1)
community structure
(1)
recommendation system
(1)
scalable algorithm
(1)
latent component
(1)
overlapping community
(1)
Papers
Bayesian Nonparametric Poisson Factorization for Recommendation Systems
AISTATS 2014
Content-based recommendations with Poisson factorization
NeurIPS 2014
Efficient Online Inference for Bayesian Nonparametric Relational Models
NeurIPS 2013
Modeling Overlapping Communities with Node Popularities
NeurIPS 2013
Scalable Inference of Overlapping Communities
NeurIPS 2012
Serval: An End-Host Stack for Service-Centric Networking
NSDI 2012