12 citations · 20 across the 2 of their papers we have counts for
2 papers
cs.LG2020★ 8 cited
Generation of Differentially Private Heterogeneous Electronic Health Records
Kieran Chin-Cheong, Thomas Sutter, Julia E. Vogt
Electronic Health Records (EHRs) are commonly used by the machine learning community for research on problems specifically related to health care and medicine. EHRs have the advant…
cs.LG2012★ 12 cited
A Complete Analysis of the l_1,p Group-Lasso
Julia Vogt, Volker Roth
The Group-Lasso is a well-known tool for joint regularization in machine learning methods. While the l_{1,2} and the l_{1,\infty} version have been studied in detail and efficient…