Xi Chen

Cited by

	All	Since 2016
Citations	3244	2377
h-index	24	22
i10-index	42	41

620

310

155

465

20102011201220132014201520162017201820192020202115 51 73 149 231 310 410 395 432 447 604 83

Co-authors

Qihang LinThe University of IowaVerified email at uiowa.edu
Jaime CarbonellProfessor of Computer Science, Carnegie Mellon UniversityVerified email at cs.cmu.edu
Eric XingProfessor of Machine Learning, Language Technology, Computer Science, Cargenie Mellon UniversityVerified email at cs.cmu.edu
Yuan ZhouDepartment of ISE, University of Illinois Urbana-ChampaignVerified email at illinois.edu
Denny ZhouResearch Scientist, Google BrainVerified email at google.com
Michael I. JordanProfessor of Electrical Engineering and Computer Sciences and Professor of Statistics, UC BerkeleyVerified email at cs.berkeley.edu
Jeff SchneiderCarnegie Mellon UniversityVerified email at cs.cmu.edu
Han LiuAssistant Professor, Operations Research and Financial Engineering, Princeton UniversityVerified email at princeton.edu
Javier PeñaCarnegie Mellon UniversityVerified email at andrew.cmu.edu
Seyoung KimAssistant Professor of Computational Biology, Carnegie Mellon UniversityVerified email at cs.cmu.edu
Tzu-Kuo HuangResearch Scientist, Google BrainVerified email at google.com
Xin T. TongNational University of SingaporeVerified email at nus.edu.sg
Yuchen ZhangSenior Researcher at MicrosoftVerified email at microsoft.com
Yichen ZhangPurdue UniversityVerified email at purdue.edu
Jieming MaoGoogle Research NYCVerified email at google.com
Eric HorvitzMicrosoft ResearchVerified email at microsoft.com
Paul N. BennettPartner Research Manager, Microsoft ResearchVerified email at microsoft.com
Kevyn Collins-ThompsonAssociate Professor, University of MichiganVerified email at acm.org
Rui Gao 高睿Assistant Professor, University of Texas at AustinVerified email at mccombs.utexas.edu
Jason D. LeeAssistant Professor of Electrical Engineering, Princeton UniversityVerified email at princeton.edu

Xi Chen

Professor at New York University

Verified email at nyu.edu - Homepage

Machine Learning Statistics Operations Research/Management


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Temporal collaborative filtering with bayesian probabilistic tensor factorization L Xiong, X Chen, TK Huang, J Schneider, JG Carbonell	639	2010
Pairwise ranking aggregation in a crowdsourced setting X Chen, PN Bennett, K Collins-Thompson, E Horvitz Proceedings of the sixth ACM international conference on Web search and data …, 2013	296	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	292	2016
Smoothing proximal gradient method for general structured sparse regression X Chen, Q Lin, S Kim, JG Carbonell, EP Xing The Annals of Applied Statistics 6 (2), 719-752, 2012	279*	2012
Accelerated gradient method for multi-task sparse learning problem X Chen, W Pan, JT Kwok, JG Carbonell 2009 Ninth IEEE International Conference on Data Mining, 746-751, 2009	194	2009
Statistical decision making for optimal budget allocation in crowd labeling X Chen, Q Lin, D Zhou The Journal of Machine Learning Research 16 (1), 1-46, 2015	158*	2015
An efficient optimization algorithm for structured sparse cca, with applications to eqtl mapping X Chen, H Liu Statistics in Biosciences 4 (1), 3-26, 2012	136*	2012
Variance reduction for stochastic gradient optimization C Wang, X Chen, A Smola, E P Xing Carnegie Mellon University, 2013	109	2013
Direct robust matrix factorizatoin for anomaly detection L Xiong, X Chen, J Schneider 2011 IEEE 11th International Conference on Data Mining, 844-853, 2011	98	2011
Wasserstein distributional robustness and regularization in statistical learning R Gao, X Chen, AJ Kleywegt arXiv e-prints, arXiv: 1712.06050, 2017	91*	2017
Optimal PAC multiple arm identification with applications to crowdsourcing Y Zhou, X Chen, J Li International Conference on Machine Learning, 217-225, 2014	85	2014
A statistical learning approach to personalization in revenue management X Chen, Z Owen, C Pixton, D Simchi-Levi Management Science, 2021	59	2021
Optimal regularized dual averaging methods for stochastic optimization X Chen, Q Lin, J Pena Advances in Neural Information Processing Systems, 395-403, 2012	57*	2012
Sparse latent semantic analysis X Chen, Y Qi, B Bai, Q Lin, JG Carbonell SIAM 2011 International Conference on Data Mining, 2011	53	2011
Statistical inference for model parameters in stochastic gradient descent X Chen, JD Lee, XT Tong, Y Zhang The Annals of Statistics 48 (1), 251-273, 2020	45*	2020
Group sparse additive models J Yin, X Chen, EP Xing Proceedings of the... International Conference on Machine Learning …, 2012	37	2012
Multi-target QSAR modelling in the analysis and design of HIV-HCV co-inhibitors: an in-silico study Q Liu, H Zhou, L Liu, X Chen, R Zhu, Z Cao BMC bioinformatics 12 (1), 1-20, 2011	36	2011
Optimal Instance Adaptive Algorithm for the Top-Ranking Problem X Chen, S Gopi, J Mao, J Schneider IEEE Transactions on Information Theory 64 (9), 6139-6160, 2018	33*	2018
Optimal sparse designs for process flexibility via probabilistic expanders X Chen, J Zhang, Y Zhou Operations Research 63 (5), 1159-1176, 2015	32	2015
Assortment planning for recommendations at checkout under inventory constraints X Chen, W Ma, D Simchi-Levi, L Xin Available at SSRN 2853093, 2016	30	2016

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