Haotian Jiang

A Brief Survey on the Approximation Theory for Sequence Modelling

2023 · arXiv (Cornell University)

We survey current developments in the approximation theory of sequence modelling in machine learning. Particular emphasis is placed on classifying existing results for various model architectures through the lens of classical approximation paradigms, and the …