Exploiting Covariate Similarity in Sparse Regression via the Pairwise Elastic Net. - Alexander Lorbert; David J. Eis; Victoria Kostina; David M. Blei; Peter J. Ramadge (AISTATS, 2010)

Collaborative denoising of multi-subject fMRI data. - Alexander Lorbert; J. Swaroop Guntupalli; David J. Eis; James V. Haxby; Peter J. Ramadge (ICASSP, 2013)

The generalized lasso is reducible to a subspace constrained lasso. - Hao Xu; David J. Eis; Peter J. Ramadge (ICASSP, 2013)

Machine Learning on Graphs - David J. Eis (2014)