Sheng Chen

According to our database, Sheng Chen authored at least 11 papers between 2014 and 2018.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2018

Stable Gradient Descent.

Yingxue Zhou, Sheng Chen, Arindam Banerjee

Proceedings of the Thirty-Fourth Conference on Uncertainty in Artificial Intelligence, 2018

An Improved Analysis of Alternating Minimization for Structured Multi-Response Regression.

Sheng Chen, Arindam Banerjee

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Sparse Linear Isotonic Models.

Sheng Chen, Arindam Banerjee

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2018

2017

Alternating Estimation for Structured High-Dimensional Multi-Response Models.

Sheng Chen, Arindam Banerjee

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Robust Structured Estimation with Single-Index Models.

Sheng Chen, Arindam Banerjee

Proceedings of the 34th International Conference on Machine Learning, 2017

2016

Structured Matrix Recovery via the Generalized Dantzig Selector.

Sheng Chen, Arindam Banerjee

Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

2015

Structured Estimation with Atomic Norms: General Bounds and Applications.

Sheng Chen, Arindam Banerjee

Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

Open Problem: Restricted Eigenvalue Condition for Heavy Tailed Designs.

Arindam Banerjee, Sheng Chen, Vidyashankar Sivakumar

Proceedings of The 28th Conference on Learning Theory, 2015

One-bit Compressed Sensing with the k-Support Norm.

Sheng Chen, Arindam Banerjee

Proceedings of the Eighteenth International Conference on Artificial Intelligence and Statistics, 2015

2014

Generalized Dantzig Selector: Application to the k-support norm.

Soumyadeep Chatterjee, Sheng Chen, Arindam Banerjee

Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

Estimation with Norm Regularization.

Arindam Banerjee, Sheng Chen, Farideh Fazayeli, Vidyashankar Sivakumar

Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014