Xi Chen

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Qihang LinThe University of IowaCorreu electrònic verificat a uiowa.edu
Yining WangAssociate Professor, Naveen Jindal School of Management, University of Texas at DallasCorreu electrònic verificat a warrington.ufl.edu
Yuan ZhouDepartment of ISE, University of Illinois Urbana-ChampaignCorreu electrònic verificat a illinois.edu
Eric XingPresident at Mohamed bin Zayed University of AI, Professor of Computer Science, Carnegie Mellon UCorreu electrònic verificat a cs.cmu.edu
Yichen ZhangPurdue UniversityCorreu electrònic verificat a purdue.edu
Denny ZhouResearch Scientist, Google DeepMindCorreu electrònic verificat a google.com
Michael I. JordanProfessor of Electrical Engineering and Computer Sciences and Professor of Statistics, UC BerkeleyCorreu electrònic verificat a cs.berkeley.edu
David Simchi-LeviProfessor of Engineering Systems at MITCorreu electrònic verificat a mit.edu
Yuchen ZhangResearch Scientist at ByteDanceCorreu electrònic verificat a microsoft.com
Xin T. TongNational University of SingaporeCorreu electrònic verificat a nus.edu.sg
Jeff SchneiderCarnegie Mellon UniversityCorreu electrònic verificat a cs.cmu.edu
Han LiuOrrington Lunt Professor of Computer Science, Statistics and Data Science, Northwestern UniversityCorreu electrònic verificat a northwestern.edu
Javier PeñaCarnegie Mellon UniversityCorreu electrònic verificat a andrew.cmu.edu
Tianyi LinColumbia UniversityCorreu electrònic verificat a columbia.edu
Xiaojun MaoShanghai Jiao Tong UniversityCorreu electrònic verificat a sjtu.edu.cn
Tzu-Kuo HuangResearch Scientist, Google DeepMindCorreu electrònic verificat a google.com
Jason D. LeeAssociate Professor of Electrical Engineering and Computer Science, Princeton UniversityCorreu electrònic verificat a princeton.edu
Seyoung KimAssociate Professor, Department of Epidemiology, University of PittsburghCorreu electrònic verificat a pitt.edu
Jieming MaoGoogle Research NYCCorreu electrònic verificat a google.com
Rui GaoAssistant Professor, University of Texas at AustinCorreu electrònic verificat a mccombs.utexas.edu

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Xi Chen

Professor at New York University

Correu electrònic verificat a nyu.edu

Business Analytics Statistics Operations Management


Títol Ordena per cites Ordena per any Ordena per títol	Citada per Citada per	Any
Temporal collaborative filtering with bayesian probabilistic tensor factorization L Xiong, X Chen, TK Huang, J Schneider, JG Carbonell	897	2010
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	455*	2012
Spectral methods meet EM: A provably optimal algorithm for crowdsourcing Y Zhang, X Chen, D Zhou, MI Jordan Journal of Machine Learning Research 17 (102), 1-44, 2016	440	2016
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	429	2013
Wasserstein distributionally robust optimization and variation regularization R Gao, X Chen, AJ Kleywegt Operations Research 72 (3), 1177-1191, 2024	261*	2024
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	227	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	210*	2015
An efficient optimization algorithm for structured sparse cca, with applications to eqtl mapping X Chen, H Liu Statistics in Biosciences 4, 3-26, 2012	186*	2012
A statistical learning approach to personalization in revenue management X Chen, Z Owen, C Pixton, D Simchi-Levi Management Science 68 (3), 1923-1937, 2022	185	2022
Statistical inference for model parameters in stochastic gradient descent X Chen, JD Lee, XT Tong, Y Zhang	178	2020
Quantile regression under memory constraint X Chen, W Liu, Y Zhang	169	2019
Variance reduction for stochastic gradient optimization C Wang, X Chen, AJ Smola, EP Xing Advances in neural information processing systems 26, 2013	168	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	138	2011
Predicting future earnings changes using machine learning and detailed financial data X Chen, YH Cho, Y Dou, B Lev Journal of Accounting Research 60 (2), 467-515, 2022	134*	2022
Optimal PAC multiple arm identification with applications to crowdsourcing Y Zhou, X Chen, J Li International Conference on Machine Learning, 217-225, 2014	123	2014
Distributed high-dimensional regression under a quantile loss function X Chen, W Liu, X Mao, Z Yang Journal of Machine Learning Research 21 (182), 1-43, 2020	93	2020
Privacy-preserving dynamic personalized pricing with demand learning X Chen, D Simchi-Levi, Y Wang Management Science 68 (7), 4878-4898, 2022	87	2022
Distributed inference for linear support vector machine X Wang, Z Yang, X Chen, W Liu Journal of machine learning research 20 (113), 1-41, 2019	81	2019
Optimal regularized dual averaging methods for stochastic optimization X Chen, Q Lin, J Pena Advances in Neural Information Processing Systems, 395-403, 2012	77*	2012
Fixed-support Wasserstein barycenters: Computational hardness and fast algorithm T Lin, N Ho, X Chen, M Cuturi, M Jordan Advances in neural information processing systems 33, 5368-5380, 2020	73*	2020

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