Kernel-Based Approaches for Sequence Modeling: Connections to Neural Methods

Kevin J Liang, Guoyin Wang, Yitong Li +2

We investigate time-dependent data analysis from the perspective of recurrent kernel machines, from which models with hidden units and gated memory cells arise naturally. By consid…