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20172026
most citedPicasso: A Sparse Learning Library for High Dimensional Data Analysis in R and Python

23 citations · 24 across the 4 of their papers we have counts for

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stat.ML2017★ 1 cited

On Quadratic Convergence of DC Proximal Newton Algorithm for Nonconvex Sparse Learning in High Dimensions

Xingguo Li, Lin F. Yang, Jason Ge +3

We propose a DC proximal Newton algorithm for solving nonconvex regularized sparse learning problems in high dimensions. Our proposed algorithm integrates the proximal Newton algor…