Yang Yuan

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Robert KleinbergDepartment of Computer Science, Cornell UniversityVerified email at cs.cornell.edu
Zeyuan Allen-Zhu （朱澤園）Meta FAIR LabsVerified email at csail.mit.edu
Wei Chen （陈卫）Microsoft ResearchVerified email at microsoft.com
Yajun WangMicrosoft CorporationVerified email at microsoft.com
Nate FosterProfessor of Computer Science, Cornell UniversityVerified email at cs.cornell.edu
Robert SouléAssociate Professor of Computer Science, Yale UniversityVerified email at yale.edu
Praveen KumarComputer Science, Cornell UniversityVerified email at cs.cornell.edu
Rong GeDuke UniversityVerified email at cs.duke.edu
Chi JinAssistant Professor, Princeton UniversityVerified email at princeton.edu
Piotr IndykProfessor of Electrical Engineering and Computer Science, MITVerified email at mit.edu
Yao Guo (郭耀)Professor of Computer Science, Peking UniversityVerified email at pku.edu.cn
Rad NiazadehUniversity of Chicago Booth School of BusinessVerified email at chicagobooth.edu
Jason HartlineProfessor of Computer Science, Northwestern U.Verified email at northwestern.edu
Saeed AlaeiGoogle ResearchVerified email at google.com
Emmanouil PountourakisDrexel UniversityVerified email at drexel.edu
Karthik SridharanCornell University, University of Pennsylvania, Toyota Technological InstituteVerified email at ttic.edu
Sepideh MahabadiMicrosoft ResearchVerified email at ttic.edu
Lorenzo OrecchiaUniversity of Chicago, Computer ScienceVerified email at bu.edu

Yang Yuan

Massachusetts Institute of Technology

Verified email at cs.cornell.edu - Homepage

Machine learning Optimization


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Escaping from saddle points—online stochastic gradient for tensor decomposition R Ge, F Huang, C Jin, Y Yuan Conference on learning theory, 797-842, 2015	1099	2015
Combinatorial multi-armed bandit: General framework and applications W Chen, Y Wang, Y Yuan International conference on machine learning, 151-159, 2013	663	2013
Convergence analysis of two-layer neural networks with relu activation Y Li, Y Yuan Advances in neural information processing systems 30, 2017	636	2017
An alternative view: When does SGD escape local minima? B Kleinberg, Y Li, Y Yuan International conference on machine learning, 2698-2707, 2018	269	2018
An empirical study on evaluation metrics of generative adversarial networks Q Xu, G Huang, Y Yuan, C Guo, Y Sun, F Wu, K Weinberger arXiv preprint arXiv:1806.07755, 2018	265	2018
Combinatorial multi-armed bandit and its extension to probabilistically triggered arms W Chen, Y Wang, Y Yuan, Q Wang The Journal of Machine Learning Research 17 (1), 1746-1778, 2016	209	2016
Improved SVRG for non-strongly-convex or sum-of-non-convex objectives Z Allen-Zhu, Y Yuan International conference on machine learning, 1080-1089, 2016	200	2016
Even faster accelerated coordinate descent using non-uniform sampling Z Allen-Zhu, Z Qu, P Richtárik, Y Yuan International Conference on Machine Learning, 1110-1119, 2016	186	2016
Hyperparameter optimization: A spectral approach E Hazan, A Klivans, Y Yuan arXiv preprint arXiv:1706.00764, 2017	128	2017
Asymmetric valleys: Beyond sharp and flat local minima H He, G Huang, Y Yuan Advances in neural information processing systems 32, 2019	119	2019
Semi-oblivious traffic engineering: The road not taken P Kumar, Y Yuan, C Yu, N Foster, R Kleinberg, P Lapukhov, CL Lim, ... 15th {USENIX} Symposium on Networked Systems Design and Implementation …, 2018	118	2018
Tight certificates of adversarial robustness for randomly smoothed classifiers GH Lee, Y Yuan, S Chang, T Jaakkola Advances in Neural Information Processing Systems 32, 2019	85	2019
Optimal auctions vs. anonymous pricing S Alaei, J Hartline, R Niazadeh, E Pountourakis, Y Yuan Games and Economic Behavior 118, 494-510, 2019	77	2019
Boreas: an accurate and scalable token-based approach to code clone detection Y Yuan, Y Guo Proceedings of the 27th IEEE/ACM international conference on automated …, 2012	63	2012
Learning-based low-rank approximations P Indyk, A Vakilian, Y Yuan Advances in Neural Information Processing Systems 32, 2019	40	2019
Kulfi: Robust traffic engineering using semi-oblivious routing P Kumar, Y Yuan, C Yu, N Foster, R Kleinberg, R Soulé arXiv preprint arXiv:1603.01203, 2016	37	2016
CMCD: Count matrix based code clone detection Y Yuan, Y Guo 2011 18th Asia-Pacific Software Engineering Conference, 250-257, 2011	36	2011
Exploiting the structure: Stochastic gradient methods using raw clusters Z Allen-Zhu, Y Yuan, K Sridharan Advances in Neural Information Processing Systems 29, 2016	29	2016
YATES: Rapid prototyping for traffic engineering systems P Kumar, C Yu, Y Yuan, N Foster, R Kleinberg, R Soulé Proceedings of the Symposium on SDN Research, 1-7, 2018	22	2018
Optimization algorithms for faster computational geometry Z Allen-Zhu, Z Liao, Y Yuan arXiv preprint arXiv:1412.1001, 2014	17	2014

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