56 citations · 66 across the 4 of their papers we have counts for
4 papers
Plug-and-play dual-tree algorithm runtime analysis
Ryan R. Curtin, Dongryeol Lee, William B. March +1
Numerous machine learning algorithms contain pairwise statistical problems at their core---that is, tasks that require computations over all pairs of input points if implemented na…
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…
Multibody Multipole Methods
Dongryeol Lee, Arkadas Ozakin, Alexander G. Gray
A three-body potential function can account for interactions among triples of particles which are uncaptured by pairwise interaction functions such as Coulombic or Lennard-Jones po…
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…