Xi Chen

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Qihang LinThe University of IowaDirección de correo verificada de uiowa.edu
Yining WangAssociate Professor, Naveen Jindal School of Management, University of Texas at DallasDirección de correo verificada de warrington.ufl.edu
Yuan ZhouDepartment of ISE, University of Illinois Urbana-ChampaignDirección de correo verificada de illinois.edu
Eric XingPresident at Mohamed bin Zayed University of AI, Professor of Computer Science, Carnegie Mellon UDirección de correo verificada de cs.cmu.edu
Yichen ZhangPurdue UniversityDirección de correo verificada de purdue.edu
Denny ZhouResearch Scientist, Google DeepMindDirección de correo verificada de google.com
Michael I. JordanProfessor of Electrical Engineering and Computer Sciences and Professor of Statistics, UC BerkeleyDirección de correo verificada de cs.berkeley.edu
David Simchi-LeviProfessor of Engineering Systems at MITDirección de correo verificada de mit.edu
Yuchen ZhangResearch Scientist at ByteDanceDirección de correo verificada de microsoft.com
Xin T. TongNational University of SingaporeDirección de correo verificada de nus.edu.sg
Jeff SchneiderCarnegie Mellon UniversityDirección de correo verificada de cs.cmu.edu
Han LiuOrrington Lunt Professor of Computer Science, Statistics and Data Science, Northwestern UniversityDirección de correo verificada de northwestern.edu
Javier PeñaCarnegie Mellon UniversityDirección de correo verificada de andrew.cmu.edu
Tianyi LinColumbia UniversityDirección de correo verificada de columbia.edu
Xiaojun MaoShanghai Jiao Tong UniversityDirección de correo verificada de sjtu.edu.cn
Tzu-Kuo HuangResearch Scientist, Google DeepMindDirección de correo verificada de google.com
Jason D. LeeAssociate Professor of Electrical Engineering and Computer Science, Princeton UniversityDirección de correo verificada de princeton.edu
Seyoung KimAssociate Professor, Department of Epidemiology, University of PittsburghDirección de correo verificada de pitt.edu
Jieming MaoGoogle Research NYCDirección de correo verificada de google.com
Rui GaoAssistant Professor, University of Texas at AustinDirección de correo verificada de mccombs.utexas.edu

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Xi Chen

Professor at New York University

Dirección de correo verificada de nyu.edu

Business Analytics Statistics Operations Management


Título Ordenar por citas Ordenar por año Ordenar por título	Citado por Citado por	Año
Temporal collaborative filtering with bayesian probabilistic tensor factorization L Xiong, X Chen, TK Huang, J Schneider, JG Carbonell	896	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	454*	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	439	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	428	2013
Wasserstein distributionally robust optimization and variation regularization R Gao, X Chen, AJ Kleywegt Operations Research 72 (3), 1177-1191, 2024	260*	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	183	2022
Statistical inference for model parameters in stochastic gradient descent X Chen, JD Lee, XT Tong, Y Zhang	177	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	131*	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	92	2020
Privacy-preserving dynamic personalized pricing with demand learning X Chen, D Simchi-Levi, Y Wang Management Science 68 (7), 4878-4898, 2022	86	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	80	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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