Seq2Tens: An Efficient Representation of Sequences by Low-Rank Tensor Projections

Csaba Toth, Patric Bonnier, Harald Oberhauser

Sequential data such as time series, video, or text can be challenging to analyse as the ordered structure gives rise to complex dependencies. At the heart of this is non-commutati…