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Researcher · Academic

Carlos Guestrin

Carlos Guestrin portrait

Professor of Computer Science at Stanford UniversityCo-founder and Chief Scientist at Virtue AI

🇧🇷 Brazilian

Guestrin co-created XGBoost, which became a standard tool for predictions from tables such as financial and medical records. He also developed LIME, a method that explains one prediction from a complex model by approximating it with a simpler local model. His open-source work helped make powerful machine learning broadly usable.

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Background

Current roles
Professor of Computer Science 2021-present
Co-founder and Chief Scientist 2024-present
Previously
2016-2021Senior Director of AI and Machine Learning,
2012-2021Professor, ML,
Born1975
About this data

Work and education history is primarily focused on AI-relevant roles and may not be comprehensive.

Last editorial review: August 8, 2026

Citation Trend

10 snapshots
Citation history from Aug 25, '25 to Sep 1, '26196,900171,032145,163Aug 25, '25Apr 15, '26Jun 15, '26Sep 1, '26
196,900citations as of Sep 1, '26+5,569 since Aug 1, '26
For today’s citation count and citations per paper, visit Google Scholar.