Prem Gopalan

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David BleiProfessor of Statistics and Computer Science, Columbia UniversityVerified email at columbia.edu
Michael J. FreedmanRobert E. Kahn Professor of Computer Science, Princeton UniversityVerified email at cs.princeton.edu
Steve KoAssociate Professor, Simon Fraser UniversityVerified email at sfu.ca
Jennifer RexfordProfessor of Computer Science, Princeton UniversityVerified email at cs.princeton.edu
Matvey AryeGraduate Student, Princeton UniversityVerified email at cs.princeton.edu
Jake HofmanSenior Principal Researcher, Microsoft ResearchVerified email at microsoft.com
Panayiotis MavrommatisGoogleVerified email at google.com
Kyle JamiesonProfessor, Princeton UniversityVerified email at princeton.edu
Francisco J. R. RuizResearch Scientist at DeepmindVerified email at google.com
Laurent CharlinAssociate Professor, HEC Montréal & Mila, Canada CIFAR AI ChairVerified email at hec.ca
Erik NordströmAssociate Research Scholar, Princeton UniversityVerified email at cs.princeton.edu
David MimnoAssociate Professor, Cornell UniversityVerified email at cornell.edu
Sean GerrishSoftware Engineer, Google Inc.Verified email at cs.princeton.edu
Rajesh RanganathAssistant Professor, NYUVerified email at cs.princeton.edu
John D. StoreyProfessor, Princeton UniversityVerified email at princeton.edu
Wei HaoPrinceton UniversityVerified email at princeton.edu
Chong WangAppleVerified email at cs.princeton.edu
Erik B. SudderthProfessor of Computer Science, UC IrvineVerified email at uci.edu
Daeil KimCEO - AI.ReverieVerified email at aireverie.com
David K Y YauSingapore University of Technology and DesignVerified email at sutd.edu.sg

Prem Gopalan

CTO, The Voleon Group

Verified email at cs.princeton.edu

machine learning distributed systems


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Event detection/anomaly correlation heuristics D Weber, P Gopalan, MA Poletto US Patent 7,363,656, 2013	519*	2013
Efficient discovery of overlapping communities in massive networks PK Gopalan, DM Blei Proceedings of the National Academy of Sciences 110 (36), 14534-14539, 2013	368	2013
Scalable Recommendation with Hierarchical Poisson Factorization P Gopalan, JM Hofman, DM Blei UAI, 326-335, 2015	346	2015
Content-based recommendations with Poisson factorization PK Gopalan, L Charlin, D Blei Advances in Neural Information Processing Systems, 3176-3184, 2014	234	2014
Serval: An End-Host Stack for Service-Centric Networking E Nordström, D Shue, P Gopalan, M Arye, S Ko, J Rexford, MJ Freedman 9th USENIX Symposium on Networked Systems Design and Implementation, 2012	195	2012
Scalable recommendation with Poisson factorization P Gopalan, JM Hofman, DM Blei arXiv preprint arXiv:1311.1704, 2013	184	2013
Scalable inference of overlapping communities PK Gopalan, S Gerrish, M Freedman, D Blei, D Mimno Advances in Neural Information Processing Systems 25, 2012	139	2012
Bayesian nonparametric Poisson factorization for recommendation systems P Gopalan, FJR Ruiz, R Ranganath, DM Blei Artificial Intelligence and Statistics (AISTATS) 33, 275-283, 2014	126	2014
Detecting outliers in network traffic time series P Gopalan, BT Elverson US Patent 8,676,964, 2014	113	2014
Impact Scoring and Reducing False Positives P Gopalan, CJ White, A Ratin, BT Elverson US Patent 8,472,328, 2013	105	2013
User Interface For Network Events and Tuning DP Doyle, Y Shepetovskiy, A Ratin, P Gopalan, BT Elverson, CJ White, ... US Patent App. 12/266,054, 2008	79	2008
Scaling probabilistic models of genetic variation to millions of humans P Gopalan, W Hao, DM Blei, JD Storey Nature genetics 48 (12), 1587-1590, 2016	62	2016
Email-based worm propagation properties P Gopalan, K Jamieson, P Mavrommatis US Patent App. 11/387,087, 2007	43	2007
Service-centric networking with SCAFFOLD MJ Freedman, M Arye, P Gopalan, SY Ko, E Nordstrom, J Rexford, ... Princeton University, September, 2010	36	2010
Modeling Overlapping Communities with Node Popularities P Gopalan, C Wang, DM Blei Advances in Neural Information Processing Systems 26, 2013	33	2013
Efficient Online Inference for Bayesian Nonparametric Relational Models DI Kim, P Gopalan, DM Blei, EB Sudderth Advances in Neural Information Processing Systems 26, 2013	30	2013
Exploit-based worm propagation mitigation P Gopalan, K Jamieson, P Mavrommatis US Patent 8,006,306, 2011	30	2011
Signature metrics for accurate and automated worm detection P Gopalan, K Jamieson, P Mavrommatis, M Poletto Proceedings of the 4th ACM Workshop on Recurring Malcode, 65-72, 2006	9	2006
Worm Propagation Mitigation P Gopalan, K Jamieson, P Mavrommatis US Patent 8,578,479, 2013	7	2013
Serval: An end-host stack for service-centric networking MJ Freedman, M Arye, P Gopalan, SY Ko, E Nordstrom, J Rexford, ... Proc. USENIX NSDI, 2012	5	2012

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