Sheng Chen

Joined

July 2019

Names

Sheng Chen

Emails

****@umn.edu (Confirmed)

,

****@cs.umn.edu (Confirmed)

,

****@voleon.com

Personal Links

Career & Education History

PhD student

University of Minnesota, Minneapolis (umn.edu)

2012 – 2018

Advisors, Relations & Conflicts

No relations added

Expertise

High-dimensional statistics

2014 – 2018

Publications

An Improved Analysis of Alternating Minimization for Structured Multi-Response Regression
Sheng Chen, Arindam Banerjee
- 2018 (modified: 11 Nov 2022)
- NeurIPS 2018
- Readers: Everyone
Alternating Estimation for Structured High-Dimensional Multi-Response Models
Sheng Chen, Arindam Banerjee
- 2017 (modified: 11 Nov 2022)
- NIPS 2017
- Readers: Everyone
Robust Structured Estimation with Single-Index Models
Sheng Chen, Arindam Banerjee
- 2017 (modified: 11 Nov 2022)
- ICML 2017
- Readers: Everyone
Structured Matrix Recovery via the Generalized Dantzig Selector
Sheng Chen, Arindam Banerjee
- 2016 (modified: 11 Nov 2022)
- NIPS 2016
- Readers: Everyone
Structured Estimation with Atomic Norms: General Bounds and Applications
Sheng Chen, Arindam Banerjee
- 2015 (modified: 11 Nov 2022)
- NIPS 2015
- Readers: Everyone
Generalized Dantzig Selector: Application to the k-support norm
Soumyadeep Chatterjee, Sheng Chen, Arindam Banerjee
- 2014 (modified: 11 Nov 2022)
- NIPS 2014
- Readers: Everyone
Estimation with Norm Regularization
Arindam Banerjee, Sheng Chen, Farideh Fazayeli, Vidyashankar Sivakumar
- 2014 (modified: 11 Nov 2022)
- NIPS 2014
- Readers: Everyone

Co-Authors