DPC - References

Lasso Screening Rules via Dual Polytope Projection. (Improved version of the one accepted by NIPS 2013)
Jie Wang, Peter Wonka, and Jieping Ye.
Journal of Machine Learning Research, to appear.

Two-Layer Feature Reduction for Sparse-Group Lasso via Decomposition of Convex Sets. Spotlight
Jie Wang and Jieping Ye.
NIPS 2014.

A Safe Screening Rule for Sparse Logistic Regression.
Jie Wang, Jiayu Zhou, Jun Liu, Peter Wonka, and Jieping Ye.
NIPS 2014.

Scaling SVM and Least Absolute Deviations via Exact Data Reduction.
Jie Wang, Peter Wonka, and Jieping Ye.
ICML 2014.

Efficient Mixed-Norm Regularization: Algorithms and Safe Screening Methods.
Jie Wang, Jun Liu, and Jieping Ye.
arXiv:1307.4156v1

Lasso Screening Rules via Dual Polytope Projection.
Jie Wang, Jiayu Zhou, and Peter Wonka, Jieping Ye.
NIPS 2013. Spotlight