Carlos Guestrin is a Professor in the Computer Science Department at Stanford University. His previous positions include the Amazon Professor of Machine Learning at the Computer Science & Engineering Department of the University of Washington, the Finmeccanica Associate Professor at Carnegie Mellon University, and the Senior Director of Machine Learning and AI at Apple, after the acquisition of Turi, Inc. (formerly GraphLab and Dato) — Carlos co-founded Turi, which developed a platform for developers and data scientist to build and deploy intelligent applications. He is a technical advisor for OctoML.ai. His team also released a number of popular open-source projects, including XGBoost, LIME, Apache TVM, MXNet, Turi Create, GraphLab/PowerGraph, SFrame, and GraphChi.
Carlos received the IJCAI Computers and Thought Award and the Presidential Early Career Award for Scientists and Engineers (PECASE). He is also a recipient of the ONR Young Investigator Award, NSF Career Award, Alfred P. Sloan Fellowship, and IBM Faculty Fellowship, and was named one of the 2008 ‘Brilliant 10’ by Popular Science Magazine. Carlos’ work received awards at a number of conferences and journals, including ACL, AISTATS, ICML, IPSN, JAIR, JWRPM, KDD, NeurIPS, UAI, and VLDB. He is a former member of the Information Sciences and Technology (ISAT) advisory group for DARPA.
Postdoctoral Faculty Sponsor
Master's Program Advisor
Pratyush Agarwal, Maia Deutsch, Avi Gupta, Seung Je Jung, Sophia Sanchez, Nikhil Sardana, Paxton Scott, Ende Shen, Daniel Shin, Quinn Smalling, Sal Spina, Eric Tang, Ethan Wang, Mary Williamson
Doctoral Dissertation Co-Advisor (AC)
Alicja Chaszczewicz, Agata Foryciarz, John Hughes, Chen Li, Liana Patel, Alex Wang, Mert Yuksekgonul
Edward Chen, Adarsh Jeewajee