16 citations · 16 across the 4 of their papers we have counts for
Showing 2022Show all
2 papers · 1 filter
stat.ML2022★ 16 cited
Signature Methods in Machine Learning
Terry Lyons, Andrew D. McLeod
Signature-based techniques give mathematical insight into the interactions between complex streams of evolving data. These insights can be quite naturally translated into numerical…
math.NA2022
Greedy Recombination Interpolation Method (GRIM)
Terry Lyons, Andrew D. McLeod
In this paper we develop the Greedy Recombination Interpolation Method (GRIM) for finding sparse approximations of functions initially given as linear combinations of some (large)…