Carlos Guestrin

Cited by

	All	Since 2019
Citations	113928	86386
h-index	89	65
i10-index	172	130

21000

10500

5250

15750

20052006200720082009201020112012201320142015201620172018201920202021202220232024436 655 795 866 1149 1195 1281 1500 1907 2307 2673 2867 3512 4925 7186 10085 13851 16153 20539 18555

Public access

View all

18 articles

0 articles

available

not available

Based on funding mandates

Co-authors

Tianqi ChenCarnegie Mellon UniversityVerified email at cmu.edu
Andreas KrauseProfessor of Computer Science, ETH ZurichVerified email at inf.ethz.ch
Sameer SinghAssociate Professor, UC IrvineVerified email at uci.edu
Marco Tulio RibeiroGoogle DeepMindVerified email at cs.washington.edu
Joseph HellersteinJim Gray Professor of the Graduate School, UC BerkeleyVerified email at berkeley.edu
Danny BicksonSr. Manager, AppleVerified email at cs.cmu.edu
Aapo KyrolaPh.D (Carnegie Mellon University, 2014)Verified email at cs.cmu.edu
Jure LeskovecProfessor of Computer Science, Stanford UniversityVerified email at cs.stanford.edu
Samuel MaddenMITVerified email at csail.mit.edu
Daphne KollerCEO and Founder, insitroVerified email at insitro.com
Arvind KrishnamurthyShort-Dooley Professor, Univ. of WashingtonVerified email at cs.washington.edu
Luis CezeProfessor of Computer Science and Engineering, University of WashingtonVerified email at cs.washington.edu
Christos FaloutsosCMUVerified email at cs.cmu.edu
Dafna ShahafAssociate Professor of Computer Science, The Hebrew University of JerusalemVerified email at cs.huji.ac.il
Ben TaskarUniversity of WashingtonVerified email at cs.washington.edu
Mark PaskinGoogleVerified email at google.com
Emily B. FoxStanford UniversityVerified email at stanford.edu
Jeanne M. VanBriesenDepartment of Civil and Environmental Engineering at Carnegie Mellon UniversityVerified email at andrew.cmu.edu
Ronald ParrProfessor of Computer Science, Duke UniversityVerified email at cs.duke.edu
Jon KleinbergProfessor of Computer Science, Cornell UniversityVerified email at cs.cornell.edu

Carlos Guestrin

Professor, Stanford University

Verified email at stanford.edu - Homepage

Machine Learning Distributed Systems Artificial Intelligence Parallel Algorithms Sensor Networks


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Xgboost: A scalable tree boosting system T Chen, C Guestrin Proceedings of the 22nd acm sigkdd international conference on knowledge …, 2016	44474	2016
" Why should i trust you?" Explaining the predictions of any classifier MT Ribeiro, S Singh, C Guestrin Proceedings of the 22nd ACM SIGKDD international conference on knowledge …, 2016	19482	2016
Cost-effective outbreak detection in networks J Leskovec, A Krause, C Guestrin, C Faloutsos, J VanBriesen, N Glance Proceedings of the 13th ACM SIGKDD international conference on Knowledge …, 2007	3156	2007
Distributed graphlab: A framework for machine learning in the cloud Y Low, J Gonzalez, A Kyrola, D Bickson, C Guestrin, JM Hellerstein arXiv preprint arXiv:1204.6078, 2012	2515	2012
{PowerGraph}: Distributed {Graph-Parallel} computation on natural graphs JE Gonzalez, Y Low, H Gu, D Bickson, C Guestrin 10th USENIX symposium on operating systems design and implementation (OSDI …, 2012	2503	2012
Anchors: High-precision model-agnostic explanations MT Ribeiro, S Singh, C Guestrin Proceedings of the AAAI conference on artificial intelligence 32 (1), 2018	2458	2018
Near-optimal sensor placements in Gaussian processes: Theory, efficient algorithms and empirical studies. A Krause, A Singh, C Guestrin Journal of Machine Learning Research 9 (2), 2008	2005	2008
{TVM}: An automated {End-to-End} optimizing compiler for deep learning T Chen, T Moreau, Z Jiang, L Zheng, E Yan, H Shen, M Cowan, L Wang, ... 13th USENIX Symposium on Operating Systems Design and Implementation (OSDI …, 2018	1862	2018
Stanford alpaca: An instruction-following llama model R Taori, I Gulrajani, T Zhang, Y Dubois, X Li, C Guestrin, P Liang, ...	1850	2023
Max-margin Markov networks B Taskar, C Guestrin, D Koller Advances in neural information processing systems 16, 2003	1808	2003
Model-driven data acquisition in sensor networks A Deshpande, C Guestrin, SR Madden, JM Hellerstein, W Hong Proceedings of the Thirtieth international conference on Very large data …, 2004	1611	2004
{GraphChi}:{Large-Scale} graph computation on just a {PC} A Kyrola, G Blelloch, C Guestrin 10th USENIX symposium on operating systems design and implementation (OSDI …, 2012	1499	2012
Model-agnostic interpretability of machine learning MT Ribeiro, S Singh, C Guestrin arXiv preprint arXiv:1606.05386, 2016	1237	2016
Graphlab: A new framework for parallel machine learning Y Low, JE Gonzalez, A Kyrola, D Bickson, CE Guestrin, J Hellerstein arXiv preprint arXiv:1408.2041, 2014	1119	2014
Stochastic gradient hamiltonian monte carlo T Chen, E Fox, C Guestrin International conference on machine learning, 1683-1691, 2014	1077	2014
Beyond accuracy: Behavioral testing of NLP models with CheckList MT Ribeiro, T Wu, C Guestrin, S Singh arXiv preprint arXiv:2005.04118, 2020	1061	2020
Training deep nets with sublinear memory cost T Chen, B Xu, C Zhang, C Guestrin arXiv preprint arXiv:1604.06174, 2016	986	2016
The battle of the water sensor networks (BWSN): A design challenge for engineers and algorithms A Ostfeld, JG Uber, E Salomons, JW Berry, WE Hart, CA Phillips, ... Journal of water resources planning and management 134 (6), 556-568, 2008	689	2008
Efficient solution algorithms for factored MDPs C Guestrin, D Koller, R Parr, S Venkataraman Journal of Artificial Intelligence Research 19, 399-468, 2003	688	2003
Learning structured prediction models: A large margin approach B Taskar, V Chatalbashev, D Koller, C Guestrin Proceedings of the 22nd international conference on Machine learning, 896-903, 2005	683	2005

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Follow

Cited by

Co-authors