Santosh Vempala - Concepedia

Author

Santosh Vempala

Also Known As

Madhu Sudan, S. Vempala, SANTOSH VEMPALA, Santosh S. Vempala, Santosh Srinivas Vempala, Santosh Vempala, Santosh Vempala†, Vempala, Santosh, Vempala, Santosh S.

343

Publications

11.8K

Citations

H-Index

157

Concepts

All Affiliations

Georgia Institute of Technology Massachusetts Institute of Technology Carnegie Mellon University Atlanta Technical College Microsoft (United States)

About

Santosh Vempala is an author at Georgia Institute of Technology specializing in engineering, computer science, and computational complexity.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	46	96	8.9K
2	Business	10	10	552
3	Education	9	9	316
4	Language Studies	2	2	1.4K
5	Management	1	1	101

Santosh Vempala

130

Publications

10K

Citations

H-Index

Page 1

	Year	Citations
Latent semantic indexing Christos H. Papadimitriou, Hisao Tamaki, Prabhakar Raghavan, EngineeringSemantic SearchLatent Semantic IndexingSemantic WebSemantics	1998	873
Efficient algorithms for online decision problems Adam Tauman Kalai, Santosh Vempala Journal of Computer and System Sciences EngineeringOnline ProblemData MiningOnline AlgorithmKnowledge Discovery	2004	605
Latent Semantic Indexing: A Probabilistic Analysis Christos H. Papadimitriou, Prabhakar Raghavan, Hisao Tamaki, Journal of Computer and System Sciences Natural Language ProcessingEngineeringInformation RetrievalData ScienceTopic Model	2000	557
Fast monte-carlo algorithms for finding low-rank approximations Alan Frieze, Ravi Kannan, Santosh Vempala Journal of the ACM Numerical AnalysisEngineeringMatrix FactorizationMatrix AnalysisConstant Time	2004	505
An algorithmic theory of learning: Robust concepts and random projection Rosa I. Arriaga, Santosh Vempala Machine Learning Mathematical ProgrammingArtificial IntelligenceEngineeringMachine LearningRandom Projection	2006	331
Filtering spam with behavioral blacklisting Anirudh Ramachandran, Nick Feamster, Santosh Vempala Spam FilteringAbuse DetectionEngineeringParticular Ip AddressData Mining	2007	266
Solving convex programs by random walks Dimitris Bertsimas, Santosh Vempala Journal of the ACM Mathematical ProgrammingEngineeringMachine LearningContinuous OptimizationStochastic Optimization	2004	253
A spectral algorithm for learning mixture models Santosh Vempala, Grant Wang Journal of Computer and System Sciences Spectral AlgorithmEngineeringMachine LearningMixture DistributionData Mining	2004	222
Algorithmic Prediction of Health-Care Costs Dimitris Bertsimas, Margrét V. Bjarnadóttir, Michael A. C. Kane, Operations Research EngineeringMachine LearningMining MethodsData ScienceData Mining	2008	202
Hit-and-Run from a Corner László Lovász, Santosh Vempala SIAM Journal on Computing Path PlanningTrajectory PlanningDanceEngineeringField Robotics	2006	197

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