Prem Gopalan

Publication Activity (10 Years)

Years Active: 2006-2015
Publications (10 Years): 0

Top Topics

Overlapping Communities

Poisson Distribution

Efficient Discovery

Bayesian Nonparametric

Top Venues

Proc. Natl. Acad. Sci. USA

Publications

Prem Gopalan, Jake M. Hofman, David M. Blei
Scalable Recommendation with Hierarchical Poisson Factorization. UAI (2015)
Prem Gopalan, Francisco J. R. Ruiz, Rajesh Ranganath, David M. Blei
Bayesian Nonparametric Poisson Factorization for Recommendation Systems. AISTATS (2014)
Prem Gopalan, Laurent Charlin, David M. Blei
Content-based recommendations with Poisson factorization. NIPS (2014)
Prem Gopalan, Chong Wang, David M. Blei
Modeling Overlapping Communities with Node Popularities. NIPS (2013)
Dae Il Kim, Prem Gopalan, David M. Blei, Erik B. Sudderth
Efficient Online Inference for Bayesian Nonparametric Relational Models. NIPS (2013)
Prem Gopalan, David M. Blei
Efficient discovery of overlapping communities in massive networks. Proc. Natl. Acad. Sci. USA 110 (36) (2013)
Prem Gopalan, Jake M. Hofman, David M. Blei
Scalable Recommendation with Poisson Factorization. CoRR (2013)
Prem Gopalan, David M. Mimno, Sean Gerrish, Michael J. Freedman, David M. Blei
Scalable Inference of Overlapping Communities. NIPS (2012)
Erik Nordström, David Shue, Prem Gopalan, Robert Kiefer, Matvey Arye, Steven Y. Ko, Jennifer Rexford, Michael J. Freedman
Serval: An End-Host Stack for Service-Centric Networking. NSDI (2012)
Seung Chul Han, Puneet Zaroo, David K. Y. Yau, Yu Dong, Prem Gopalan, John C. S. Lui
Quality of service provisioning for composable routing elements. Comput. Networks 50 (13) (2006)
Prem Gopalan, Kyle Jamieson, Panayiotis Mavrommatis, Massimiliano Poletto
Signature metrics for accurate and automated worm detection. WORM (2006)