56 citations · 62 across the 2 of their papers we have counts for
2 papers
cs.LG2012★ 6 cited
Minimax Multi-Task Learning and a Generalized Loss-Compositional Paradigm for MTL
Nishant A. Mehta, Dongryeol Lee, Alexander G. Gray
Since its inception, the modus operandi of multi-task learning (MTL) has been to minimize the task-wise mean of the empirical risks. We introduce a generalized loss-compositional p…
stat.CO2011★ 56 cited
Dual-Tree Fast Gauss Transforms
Dongryeol Lee, Alexander G. Gray, Andrew W. Moore
Kernel density estimation (KDE) is a popular statistical technique for estimating the underlying density distribution with minimal assumptions. Although they can be shown to achiev…