Proper scoring rules, gradients, divergences, and entropies for paths and time series by Bonnier, P, Oberhauser, H

Signature cumulants, ordered partitions, and independence of stochastic processes by Bonnier, P, Oberhauser, H

Seq2Tens: an efficient representation of sequences by low-rank tensor projections by Toth, C, Bonnier, P, Oberhauser, H

Adapted topologies and higher rank signatures by Bonnier, P, Liu, C, Oberhauser, H

Deep signature transforms by Bonnier, P, Kidger, P, Perez Arribas, I, Salvi, C, Lyons, T