Carlos Guestrin - Concepedia

Author

Carlos Guestrin

Also Known As

C GUESTRIN, C. Guestrin, CARLOS GUESTRIN, Carlos E. Guestrin, Carlos Guestrin, Central South University National Clinical Research Center For Geriatric Disorders Xiangya Hospital, Chechetka, Anton, Emily Fox, Guestrin, Carlos, Guestrin, Carlos E.

244

Publications

47.9K

Citations

H-Index

250

Concepts

All Affiliations

Carnegie Mellon University Stanford University University of Washington University of California, Berkeley Berkeley College

About

Carlos Guestrin is an author at Carnegie Mellon University specializing in engineering, computer science, and data science.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	57	97	33.6K
2	Business	9	9	3.8K
3	Arts	7	7	14.8K
4	Language Studies	4	4	178
5	Health Sciences	1	1	57

Carlos Guestrin

143

Publications

46.1K

Citations

H-Index

Page 1

	Year	Citations
"Why Should I Trust You?" Marco Túlio Ribeiro, Sameer Singh, Carlos Guestrin Artificial IntelligenceEngineeringMachine LearningTrust Management ArchitectureVerification	2016	14K
“Why Should I Trust You?”: Explaining the Predictions of Any Classifier Marco Ribeiro, Sameer Singh, Carlos Guestrin	2016	4.8K
Cost-effective outbreak detection in networks Jure Leskovec, Andreas Krause, Carlos Guestrin,	2007	2.5K
Anchors: High-Precision Model-Agnostic Explanations Marco Túlio Ribeiro, Sameer Singh, Carlos Guestrin Proceedings of the AAAI Conference on Artificial Intelligence Artificial IntelligenceEngineeringMachine LearningData ScienceHigh-precision Model-agnostic Explanations	2018	2K
Distributed GraphLab Yucheng Low, Danny Bickson, Joseph E. Gonzalez, Proceedings of the VLDB Endowment Cluster ComputingData ConsistencyGraphlab AbstractionEngineeringData Science	2012	1.7K
PowerGraph: distributed graph-parallel computation on natural graphs Joseph E. Gonzalez, Yucheng Low, Haijie Gu, Operating Systems Design and Implementation Cluster ComputingEngineeringNetwork AnalysisGraph DatabaseGraph Processing	2012	1.5K
Max-Margin Markov Networks Ben Taskar, Carlos Guestrin, Daphne Koller	2003	1.2K
Near-Optimal Sensor Placements in Gaussian Processes: Theory, Efficient Algorithms and Empirical Studies Andreas Krause, Ajit Singh, Carlos Guestrin Journal of Machine Learning Research Mathematical ProgrammingEngineeringComputational ComplexityLocalizationData Science	2008	1.2K
TVM: an automated end-to-end optimizing compiler for deep learning Tianqi Chen, Thierry Moreau, Ziheng Jiang, Operating Systems Design and Implementation EngineeringMachine LearningCompiler TechnologyComputer ArchitectureEmbedded Systems	2018	909
GraphChi: large-scale graph computation on just a PC Aapo Kyrola, Guy E. Blelloch, Carlos Guestrin Operating Systems Design and Implementation Cluster ComputingEngineeringDistributed AlgorithmsGraphchi PerformsGraph Database	2012	901

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