195 citations · 203 across the 2 of their papers we have counts for
2 papers
stat.ML2014★ 8 cited
Divide-and-Conquer Learning by Anchoring a Conical Hull
Tianyi Zhou, Jeff Bilmes, Carlos Guestrin
We reduce a broad class of machine learning problems, usually addressed by EM or sampling, to the problem of finding the extremal rays spanning the conical hull of a data point…
cs.LG2010★ 195 cited
Manifold Elastic Net: A Unified Framework for Sparse Dimension Reduction
Tianyi Zhou, Dacheng Tao, Xindong Wu
It is difficult to find the optimal sparse solution of a manifold learning based dimensionality reduction algorithm. The lasso or the elastic net penalized manifold learning based…