Theo dõi
Xi Chen
Xi Chen
Professor at New York University
Email được xác minh tại nyu.edu
Tiêu đề
Trích dẫn bởi
Trích dẫn bởi
Năm
Temporal collaborative filtering with bayesian probabilistic tensor factorization
L Xiong, X Chen, TK Huang, J Schneider, JG Carbonell
8552010
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
439*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
4032016
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
4022013
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
2262009
Wasserstein distributionally robust optimization and variation regularization
R Gao, X Chen, AJ Kleywegt
Operations Research, 2022
216*2022
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
205*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
183*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
1642022
Variance reduction for stochastic gradient optimization
C Wang, X Chen, AJ Smola, EP Xing
Advances in neural information processing systems 26, 2013
1582013
Statistical inference for model parameters in stochastic gradient descent
X Chen, JD Lee, XT Tong, Y Zhang
1472020
Quantile regression under memory constraint
X Chen, W Liu, Y Zhang
1392019
Direct robust matrix factorizatoin for anomaly detection
L Xiong, X Chen, J Schneider
2011 IEEE 11th International Conference on Data Mining, 844-853, 2011
1282011
Optimal PAC multiple arm identification with applications to crowdsourcing
Y Zhou, X Chen, J Li
International Conference on Machine Learning, 217-225, 2014
1152014
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
762020
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
75*2022
Optimal regularized dual averaging methods for stochastic optimization
X Chen, Q Lin, J Pena
Advances in Neural Information Processing Systems, 395-403, 2012
74*2012
Privacy-preserving dynamic personalized pricing with demand learning
X Chen, D Simchi-Levi, Y Wang
Management Science 68 (7), 4878-4898, 2022
732022
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
682019
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
65*2020
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