Joseph E. Gonzalez

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	Toate	Din 2018
Referințe bibliografice	25348	19788
h-index	63	62
i10-index	160	152

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Ion StoicaProfessor of Computer Science, UC BerkeleyAdresă de e-mail confirmată pe cs.berkeley.edu
Ken GoldbergProfessor, UC Berkeley and UCSFAdresă de e-mail confirmată pe berkeley.edu
Joseph HellersteinJim Gray Professor of Computer Science, UC BerkeleyAdresă de e-mail confirmată pe berkeley.edu
Michael FranklinLiew Family Chair of Computer Science, University of ChicagoAdresă de e-mail confirmată pe uchicago.edu
Carlos GuestrinProfessor, Stanford UniversityAdresă de e-mail confirmată pe stanford.edu
Michael I. JordanProfessor of Electrical Engineering and Computer Sciences and Professor of Statistics, UC BerkeleyAdresă de e-mail confirmată pe cs.berkeley.edu
Xin WangMicrosoft Research, UC BerkeleyAdresă de e-mail confirmată pe berkeley.edu
Ankur DaveSoftware Engineer, DatabricksAdresă de e-mail confirmată pe eecs.berkeley.edu
Kurt KeutzerProfessor of the Graduate School, EECS, University of California, BerkeleyAdresă de e-mail confirmată pe berkeley.edu
Trevor DarrellProfessor of Computer Science, U.C. BerkeleyAdresă de e-mail confirmată pe eecs.berkeley.edu
Daniel CrankshawGraduate Student, UC BerkeleyAdresă de e-mail confirmată pe cs.berkeley.edu
Alvin WanResearch Scientist, AppleAdresă de e-mail confirmată pe apple.com
Brijen ThananjeyanResearch Scientist, Ambi RoboticsAdresă de e-mail confirmată pe ambirobotics.com
Danny BicksonSr. Manager, AppleAdresă de e-mail confirmată pe cs.cmu.edu
Vikram SreekantiUC BerkeleyAdresă de e-mail confirmată pe berkeley.edu
Reynold XinDatabricksAdresă de e-mail confirmată pe databricks.com
Michael MahoneyProfessor of Statistics, UC BerkeleyAdresă de e-mail confirmată pe stat.berkeley.edu
Bichen WuMeta Reality Labs, UC BerkeleyAdresă de e-mail confirmată pe berkeley.edu
Ashwin BalakrishnaResearch Scientist, Toyota Research InstituteAdresă de e-mail confirmată pe tri.global
Johann Schleier-SmithUC BerkeleyAdresă de e-mail confirmată pe berkeley.edu

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Joseph E. Gonzalez

Professor of Computer Science, UC Berkeley

Adresă de e-mail confirmată pe berkeley.edu - Pagina de pornire

Machine Learning Computer Systems


Titlu Sortați după descrierea bibliografică Sortați după an Sortați după titlu	Citat de Citat de	Anul
{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	3068*	2012
Apache spark: a unified engine for big data processing M Zaharia, RS Xin, P Wendell, T Das, M Armbrust, A Dave, X Meng, ... Communications of the ACM 59 (11), 56-65, 2016	2712	2016
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	2428	2012
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	1063	2014
Graphx: A resilient distributed graph system on spark RS Xin, JE Gonzalez, MJ Franklin, I Stoica First international workshop on graph data management experiences and …, 2013	903	2013
Tune: A research platform for distributed model selection and training R Liaw, E Liang, R Nishihara, P Moritz, JE Gonzalez, I Stoica arXiv preprint arXiv:1807.05118, 2018	720	2018
RLlib: Abstractions for distributed reinforcement learning E Liang, R Liaw, R Nishihara, P Moritz, R Fox, K Goldberg, J Gonzalez, ... International conference on machine learning, 3053-3062, 2018	719	2018
Skipnet: Learning dynamic routing in convolutional networks X Wang, F Yu, ZY Dou, T Darrell, JE Gonzalez Proceedings of the European Conference on Computer Vision (ECCV), 409-424, 2018	598	2018
Cloud programming simplified: A berkeley view on serverless computing E Jonas, J Schleier-Smith, V Sreekanti, CC Tsai, A Khandelwal, Q Pu, ... arXiv preprint arXiv:1902.03383, 2019	583	2019
Clipper: A {Low-Latency} online prediction serving system D Crankshaw, X Wang, G Zhou, MJ Franklin, JE Gonzalez, I Stoica 14th USENIX Symposium on Networked Systems Design and Implementation (NSDI …, 2017	526	2017
Graphlab: A new parallel framework for machine learning Y Low, J Gonzalez, A Kyrola, D Bickson, C Guestrin, JM Hellerstein Conference on uncertainty in artificial intelligence (UAI) 20, 2010	450	2010
Serverless computing: One step forward, two steps back JM Hellerstein, J Faleiro, JE Gonzalez, J Schleier-Smith, V Sreekanti, ... arXiv preprint arXiv:1812.03651, 2018	421	2018
Opaque: An oblivious and encrypted distributed analytics platform W Zheng, A Dave, JG Beekman, RA Popa, JE Gonzalez, I Stoica 14th USENIX Symposium on Networked Systems Design and Implementation (NSDI …, 2017	387	2017
Visual transformers: Token-based image representation and processing for computer vision B Wu, C Xu, X Dai, A Wan, P Zhang, Z Yan, M Tomizuka, J Gonzalez, ... arXiv preprint arXiv:2006.03677, 2020	386	2020
Shift: A zero flop, zero parameter alternative to spatial convolutions B Wu, A Wan, X Yue, P Jin, S Zhao, N Golmant, A Gholaminejad, ... Proceedings of the IEEE conference on computer vision and pattern …, 2018	368	2018
Carbon emissions and large neural network training D Patterson, J Gonzalez, Q Le, C Liang, LM Munguia, D Rothchild, D So, ... arXiv preprint arXiv:2104.10350, 2021	366	2021
Frustratingly simple few-shot object detection X Wang, TE Huang, T Darrell, JE Gonzalez, F Yu arXiv preprint arXiv:2003.06957, 2020	362	2020
Scalable inference in latent variable models A Ahmed, M Aly, J Gonzalez, S Narayanamurthy, AJ Smola Proceedings of the fifth ACM international conference on Web search and data …, 2012	325	2012
Model-based value estimation for efficient model-free reinforcement learning V Feinberg, A Wan, I Stoica, MI Jordan, JE Gonzalez, S Levine arXiv preprint arXiv:1803.00101, 2018	278	2018
Fbnetv2: Differentiable neural architecture search for spatial and channel dimensions A Wan, X Dai, P Zhang, Z He, Y Tian, S Xie, B Wu, M Yu, T Xu, K Chen, ... Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2020	264	2020

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