Concepedia

Carlos Guestrin

CG

Statistics

Publications

144

Citations

48.1K

H-Index

72

Active since

2000

Affiliations

Carnegie Mellon University(Current)

Stanford University

University of Washington

University of California, Berkeley

Berkeley College

Carlos Guestrin is an author at Carnegie Mellon University specializing in computing, computer science, and machine learning.

Publications per year

2000–2025

144

Publications

144

"Why Should I Trust You?"

Marco Túlio Ribeiro, Sameer Singh, Carlos Guestrin · 2016 · 15.2K citations

Computing, Computer Science, Data Science +11

“Why Should I Trust You?”: Explaining the Predictions of Any Classifier

Marco Ribeiro, Sameer Singh, Carlos Guestrin · 2016 · 5.2K citations · Full text

Computing, Computer Science, Artificial Intelligence +16

Cost-effective outbreak detection in networks

Jure Leskovec, Andreas Krause, Carlos Guestrin et al. · 2007 · 2.5K citations · Full text

Public Health, Environmental Sciences, Outbreak Detection +7

Anchors: High-Precision Model-Agnostic Explanations

Marco Túlio Ribeiro, Sameer Singh, Carlos Guestrin · Proceedings of the AAAI Conference on Artificial Intelligence · 2018 · 2.1K citations · Full text

Computing, Computer Science, Algorithms +15

Distributed GraphLab

Yucheng Low, Danny Bickson, Joseph E. Gonzalez et al. · Proceedings of the VLDB Endowment · 2012 · 1.7K citations

Computing, Computer Engineering, Computer Science +16

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