activity
20112021
most citedOcean Mover's Distance: Using Optimal Transport for Analyzing Oceanographic Data

14 citations · 37 across the 7 of their papers we have counts for

collaborators
Showing 2016Show all

2 papers · 1 filter

math.OC2016

Perspective Functions: Proximal Calculus and Applications in High-Dimensional Statistics

Patrick L. Combettes, Christian L. Müller

Perspective functions arise explicitly or implicitly in various forms in applied mathematics and in statistical data analysis. To date, no systematic strategy is available to solve…

stat.ML2016★ 14 cited

Non-convex Global Minimization and False Discovery Rate Control for the TREX

Jacob Bien, Irina Gaynanova, Johannes Lederer +1

The TREX is a recently introduced method for performing sparse high-dimensional regression. Despite its statistical promise as an alternative to the lasso, square-root lasso, and s…