Deep Signature Transforms. - Patrick Kidger; Patric Bonnier; Imanol Pérez Arribas; Cristopher Salvi; Terry J. Lyons (NeurIPS, 2019)

Deep Signatures. - Patric Bonnier; Patrick Kidger; Imanol Pérez Arribas; Cristopher Salvi; Terry J. Lyons (CoRR, 2019)

Seq2Tens: An Efficient Representation of Sequences by Low-Rank Tensor Projections. - Csaba Tóth; Patric Bonnier; Harald Oberhauser (ICLR, 2021)

Kernelized Cumulants: Beyond Kernel Mean Embeddings. - Patric Bonnier; Harald Oberhauser; Zoltán Szabó (NeurIPS, 2023)