Sheng Chen
Sheng Chen
Verified email at umn.edu - Homepage
Title
Cited by
Cited by
Year
Estimation with norm regularization
A Banerjee, S Chen, F Fazayeli, V Sivakumar
Advances in Neural Information Processing Systems, 1556-1564, 2014
572014
Generalized dantzig selector: Application to the k-support norm
S Chatterjee, S Chen, A Banerjee
Advances in Neural Information Processing Systems, 1934-1942, 2014
462014
Structured estimation with atomic norms: General bounds and applications
S Chen, A Banerjee
Advances in Neural Information Processing Systems, 2908-2916, 2015
282015
DocTag2Vec: An Embedding Based Multi-label Learning Approach for Document Tagging
S Chen, A Soni, A Pappu, Y Mehdad
arXiv preprint arXiv:1707.04596, 2017
182017
One-bit compressed sensing with the k-support norm
S Chen, A Banerjee
Artificial Intelligence and Statistics, 138-146, 2015
172015
One-bit compressed sensing with the κ-support norm
S Chen, A Banerjee
Journal of Machine Learning Research 38, 138-146, 2015
17*2015
Structured Matrix Recovery via the Generalized Dantzig Selector
S Chen, A Banerjee
Advances in Neural Information Processing Systems, 3252-3260, 2016
102016
Alternating Estimation for Structured High-Dimensional Multi-Response Models
S Chen, A Banerjee
Advances in Neural Information Processing Systems, 2835-2844, 2017
82017
A novel subnetwork alignment approach predicts new components of the cell cycle regulatory apparatus in Plasmodium falciparum
H Cai, C Hong, TG Lilburn, AL Rodriguez, S Chen, J Gu, R Kuang, ...
BMC bioinformatics 14 (12), S2, 2013
82013
Multilabel learning via supervised joint embedding of documents and labels
A Soni, Y Mehdad, A Pappu, V Kulkarni, S Chen
US Patent 10,552,501, 2020
62020
Robust Structured Estimation with Single-Index Models
S Chen, A Banerjee
International Conference on Machine Learning, 712-721, 2017
62017
Sparse Linear Isotonic Models
S Chen, A Banerjee
arXiv preprint arXiv:1710.05989, 2017
42017
Stable Gradient Descent
Y Zhou, S Chen, A Banerjee
3*
An Improved Analysis of Alternating Minimization for Structured Multi-Response Regression
S Chen, A Banerjee
Advances in Neural Information Processing Systems, 6615-6626, 2018
22018
Open Problem: Restricted Eigenvalue Condition for Heavy Tailed Designs
A Banerjee, S Chen, V Sivakumar
Conference on Learning Theory, 1752-1755, 2015
12015
Computational and Statistical Aspects of High-Dimensional Structured Estimation
S Chen
2018
Supplementary Material to An Improved Analysis of Alternating Minimization for Structured Multi-Response Regression
S Chen, A Banerjee
Supplementary Material to Sparse Linear Isotonic Models
S Chen, A Banerjee
Supplementary Material to Alternating Estimation for Structured High-Dimensional Multi-Response Models
S Chen, A Banerjee
Supplementary Material to Robust Structured Estimation with Single-Index Models
S Chen, A Banerjee
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Articles 1–20