Yuchen Zhang

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	All	Since 2016
Citations	2619	2214
h-index	21	19
i10-index	25	22

540

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2011201220132014201520162017201820192020202110 47 61 91 156 303 412 442 520 524 10

Co-authors

Martin WainwrightProfessor of EECS and Statistics, UC BerkeleyVerified email at berkeley.edu
Michael I. JordanProfessor of Electrical Engineering and Computer Sciences and Professor of Statistics, UC BerkeleyVerified email at cs.berkeley.edu
John DuchiAssistant Professor of Statistics and Electrical Engineering, Stanford UniversityVerified email at stanford.edu
Weizhu ChenPartner Science Manager in MicrosoftVerified email at microsoft.com
Xi ChenProfessor at New York UniversityVerified email at nyu.edu
Lin XiaoFacebook AI ResearchVerified email at fb.com
Percy LiangAssociate Professor of Computer Science, Stanford UniversityVerified email at cs.stanford.edu
Qiang Yang (杨强）Chief AI Officer at WeBank, Chair Professor of Engineering @ HKUST, IJCAI President(2017.7-2019.8)Verified email at cse.ust.hk
Denny ZhouResearch Scientist, Google BrainVerified email at google.com
Jason D. LeeAssistant Professor of Electrical Engineering, Princeton UniversityVerified email at princeton.edu
Botao HuStanford UniversityVerified email at stanford.edu
Moses CharikarProfessor of Computer Science, Stanford UniversityVerified email at cs.stanford.edu
zheng chenPrinciple Researcher of Microsoft Research AsiaVerified email at microsoft.com
Sivaraman BalakrishnanCarnegie Mellon UniversityVerified email at stat.cmu.edu
Chi JinAssistant Professor, Princeton UniversityVerified email at princeton.edu
Adityanand GuntuboyinaAssociate Professor, Department of Statistics, University of California, BerkeleyVerified email at stat.berkeley.edu
Amr AhmedSenior Staff Research Scientist, Google AIVerified email at google.com
Alex SmolaAmazon Web ServicesVerified email at smola.org
Panupong PasupatGraduate Student, Stanford UniversityVerified email at stanford.edu
Haixun WangVP of Engineering, Algorithm & Distinguished Scientist at InstacartVerified email at instacart.com

Yuchen Zhang

Senior Researcher at Microsoft

Verified email at microsoft.com - Homepage

Machine Learning NLP


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Divide and conquer kernel ridge regression: A distributed algorithm with minimax optimal rates Y Zhang, J Duchi, M Wainwright The Journal of Machine Learning Research 16 (1), 3299-3340, 2015	349*	2015
Communication-efficient algorithms for statistical optimization Y Zhang, JC Duchi, MJ Wainwright The Journal of Machine Learning Research 14 (1), 3321-3363, 2013	345	2013
Spectral methods meet EM: A provably optimal algorithm for crowdsourcing Y Zhang, X Chen, D Zhou, MI Jordan The Journal of Machine Learning Research 17 (1), 3537-3580, 2016	284	2016
Stochastic primal-dual coordinate method for regularized empirical risk minimization Y Zhang, L Xiao The Journal of Machine Learning Research 18 (1), 2939-2980, 2017	216	2017
Information-theoretic lower bounds for distributed statistical estimation with communication constraints Y Zhang, J Duchi, MI Jordan, MJ Wainwright Advances in Neural Information Processing Systems 26, 2328-2336, 2013	201*	2013
DiSCO: Distributed optimization for self-concordant empirical loss Y Zhang, X Lin International conference on machine learning, 362-370, 2015	198*	2015
A hitting time analysis of stochastic gradient langevin dynamics Y Zhang, P Liang, M Charikar arXiv preprint arXiv:1702.05575, 2017	131	2017
User-click modeling for understanding and predicting search-behavior Y Zhang, W Chen, D Wang, Q Yang Proceedings of the 17th ACM SIGKDD international conference on Knowledge …, 2011	109	2011
Lower bounds on the performance of polynomial-time algorithms for sparse linear regression Y Zhang, MJ Wainwright, MI Jordan Conference on Learning Theory, 921-948, 2014	94	2014
Local maxima in the likelihood of gaussian mixture models: Structural results and algorithmic consequences C Jin, Y Zhang, S Balakrishnan, MJ Wainwright, MI Jordan Advances in neural information processing systems 29, 4116-4124, 2016	89	2016
l1-regularized neural networks are improperly learnable in polynomial time Y Zhang, JD Lee, MI Jordan International Conference on Machine Learning, 993-1001, 2016	83	2016
Characterizing search intent diversity into click models B Hu, Y Zhang, W Chen, G Wang, Q Yang Proceedings of the 20th international conference on World wide web, 17-26, 2011	77	2011
Taxonomy discovery for personalized recommendation Y Zhang, A Ahmed, V Josifovski, A Smola Proceedings of the 7th ACM international conference on Web search and data …, 2014	65	2014
On the learnability of fully-connected neural networks Y Zhang, J Lee, M Wainwright, MI Jordan Artificial Intelligence and Statistics, 83-91, 2017	62*	2017
Convexified convolutional neural networks Y Zhang, P Liang, MJ Wainwright International Conference on Machine Learning, 4044-4053, 2017	59	2017
Macro grammars and holistic triggering for efficient semantic parsing Y Zhang, P Pasupat, P Liang arXiv preprint arXiv:1707.07806, 2017	30	2017
Incorporating post-click behaviors into a click model F Zhong, D Wang, G Wang, W Chen, Y Zhang, Z Chen, H Wang Proceedings of the 33rd international ACM SIGIR conference on Research and …, 2010	28	2010
Learning click models via probit bayesian inference Y Zhang, D Wang, G Wang, W Chen, Z Zhang, B Hu, L Zhang Proceedings of the 19th ACM international conference on Information and …, 2010	27	2010
The antimagicness of the Cartesian product of graphs Y Zhang, X Sun Theoretical Computer Science 410 (8-10), 727-735, 2009	26	2009
A noise-aware click model for web search W Chen, D Wang, Y Zhang, Z Chen, A Singla, Q Yang Proceedings of the fifth ACM international conference on Web search and data …, 2012	25	2012

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