Carlos Guestrin

Carlos Guestrin

University of Washington - Seattle / United States
Engineering & Technology / Computer Science
AD Scientific Index ID: 1684441
person_outline Carlos Guestrin's MOST POPULAR ARTICLES
1-) Xgboost: A scalable tree boosting systemT Chen, C GuestrinProceedings of the 22nd acm sigkdd international conference on knowledge …, 2016226382016
2-) " Why should i trust you?" Explaining the predictions of any classifierMT Ribeiro, S Singh, C GuestrinProceedings of the 22nd ACM SIGKDD international conference on knowledge …, 2016107602016
3-) Cost-effective outbreak detection in networksJ Leskovec, A Krause, C Guestrin, C Faloutsos, J VanBriesen, N GlanceProceedings of the 13th ACM SIGKDD international conference on Knowledge …, 200727462007
4-) Distributed graphlab: A framework for machine learning in the cloudY Low, J Gonzalez, A Kyrola, D Bickson, C Guestrin, JM HellersteinarXiv preprint arXiv:1204.6078, 201225182012
5-) {PowerGraph}: Distributed {Graph-Parallel} computation on natural graphsJE Gonzalez, Y Low, H Gu, D Bickson, C Guestrin10th USENIX symposium on operating systems design and implementation (OSDI …, 201225092012