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
8962010
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
450*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
4392016
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
4292013
Wasserstein distributionally robust optimization and variation regularization
R Gao, X Chen, AJ Kleywegt
Operations Research 72 (3), 1177-1191, 2024
265*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
2222009
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
206*2015
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
1872022
Statistical inference for model parameters in stochastic gradient descent
X Chen, JD Lee, XT Tong, Y Zhang
1852020
An efficient optimization algorithm for structured sparse cca, with applications to eqtl mapping
X Chen, H Liu
Statistics in Biosciences 4, 3-26, 2012
185*2012
Quantile regression under memory constraint
X Chen, W Liu, Y Zhang
1722019
Variance reduction for stochastic gradient optimization
C Wang, X Chen, AJ Smola, EP Xing
Advances in neural information processing systems 26, 2013
1682013
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
139*2022
Direct robust matrix factorizatoin for anomaly detection
L Xiong, X Chen, J Schneider
2011 IEEE 11th International Conference on Data Mining, 844-853, 2011
1382011
Optimal PAC multiple arm identification with applications to crowdsourcing
Y Zhou, X Chen, J Li
International Conference on Machine Learning, 217-225, 2014
1242014
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
962020
Privacy-preserving dynamic personalized pricing with demand learning
X Chen, D Simchi-Levi, Y Wang
Management Science 68 (7), 4878-4898, 2022
932022
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
832019
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
74*2020
Dynamic assortment optimization with changing contextual information
X Chen, Y Wang, Y Zhou
Journal of machine learning research 21 (216), 1-44, 2020
742020
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