# Yiyuan She

According to our database

Collaborative distances:

^{1}, Yiyuan She authored at least 18 papers between 2004 and 2018.Collaborative distances:

## Timeline

#### Legend:

Book In proceedings Article PhD thesis Other## Links

#### On csauthors.net:

## Bibliography

2018

Reinforced Robust Principal Component Pursuit.

IEEE Trans. Neural Netw. Learning Syst., 2018

2017

Feature Selection with Annealing for Computer Vision and Big Data Learning.

IEEE Trans. Pattern Anal. Mach. Intell., 2017

2016

Why Deep Learning Works: A Manifold Disentanglement Perspective.

IEEE Trans. Neural Netw. Learning Syst., 2016

2015

Joint Association Graph Screening and Decomposition for Large-Scale Linear Dynamical Systems.

IEEE Trans. Signal Processing, 2015

Manifold-Regularized Selectable Factor Extraction for Semi-supervised Image Classification.

Proceedings of the British Machine Vision Conference 2015, 2015

2014

Learning Topology and Dynamics of Large Recurrent Neural Networks.

IEEE Trans. Signal Processing, 2014

The Group Square-Root Lasso: Theoretical Properties and Fast Algorithms.

IEEE Trans. Information Theory, 2014

2013

Stationary-sparse causality network learning.

Journal of Machine Learning Research, 2013

A comparison of typical ℓ

_{p}minimization algorithms.
Neurocomputing, 2013

Fast Simultaneous Feature Selection and Learning.

CoRR, 2013

2012

An iterative algorithm for fitting nonconvex penalized generalized linear models with grouped predictors.

Computational Statistics & Data Analysis, 2012

Approximating Higher-Order Distances Using Random Projections

CoRR, 2012

2011

Penalized least squares regression methods and applications to neuroimaging.

NeuroImage, 2011

2010

Outlier Detection Using Nonconvex Penalized Regression

CoRR, 2010

Approximating Higher-Order Distances Using Random Projections.

Proceedings of the UAI 2010, 2010

2009

Resolving deconvolution ambiguity in gene alternative splicing.

BMC Bioinformatics, 2009

2004

Block TERM factorization of block matrices.

Science in China Series F: Information Sciences, 2004

Matrix Factorizations for Parallel Integer Transforms.

Proceedings of the 7th International Symposium on Parallel Architectures, 2004