Terry Lyons
Signatures, trees, and PDEs
Abstract
Removing the resampling symmetry from streamed data is a powerful data reduction and normalisation that (at least formally) represents streamed data as a signature. The approach is systematic, flexible and allows the treatment of complex messy sequential data from a wide variety of contexts. PDE kernels make the computation feasible in higher dimensions.
