58 citations · 59 across the 2 of their papers we have counts for
2 papers
stat.ML2009★ 1 cited
SparseCodePicking: feature extraction in mass spectrometry using sparse coding algorithms
Theodore Alexandrov, Klaus Steinhorst, Oliver Keszoecze +1
Mass spectrometry (MS) is an important technique for chemical profiling which calculates for a sample a high dimensional histogram-like spectrum. A crucial step of MS data processi…
math.NA2009★ 58 cited
Elastic-Net Regularization: Error estimates and Active Set Methods
Bangti Jin, Dirk Lorenz, Stefan Schiffler
This paper investigates theoretical properties and efficient numerical algorithms for the so-called elastic-net regularization originating from statistics, which enforces simultane…