283 citations · 588 across the 29 of their papers we have counts for
3 papers · 1 filter
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…
Tree-Independent Dual-Tree Algorithms
Ryan R. Curtin, William B. March, Parikshit Ram +3
Dual-tree algorithms are a widely used class of branch-and-bound algorithms. Unfortunately, developing dual-tree algorithms for use with different trees and problems is often compl…
Fast Exact Max-Kernel Search
Ryan R. Curtin, Parikshit Ram, Alexander G. Gray
The wide applicability of kernels makes the problem of max-kernel search ubiquitous and more general than the usual similarity search in metric spaces. We focus on solving this pro…