معرفی
Carlos Ernesto Guestrin is the Fortinet Founders Professor and Senior Fellow at the Stanford Institute for Human-Centered AI (HAI), and a Professor in Stanford University’s Computer Science Department. He serves as Director of the Stanford AI Lab (SAIL), Chief Scientist at Visual Layer and Virtue AI, and is a Member of the National Academy of Engineering. His research focuses on machine learning methods, explainability, fairness, and ethics in AI, alongside scalable machine learning systems.
Prior roles include Amazon Professor of Machine Learning at the University of Washington, Finmeccanica Associate Professor at Carnegie Mellon University, and Senior Director of Machine Learning at Apple. He co-founded Turi, Inc. (now part of Apple), which developed tools for building intelligent applications, and released open-source projects like XGBoost, LIME, Apache TVM, MXNet, and GraphLab.
His work has earned prestigious awards, including the IJCAI Computers and Thought Award, PECASE, and recognition as one of Popular Science’s ‘Brilliant 10.’ His research addresses both technical advancements and societal impacts, emphasizing transparency and ethical AI systems. Current projects explore generative AI, model explainability, and systems for scalable machine learning.
