We give a comprehensive analysis of transformers as time series foundation models,
focusing on their approximation and generalization capabilities. First, we demonstrate that …

LLMs demonstrate significant inference capacities in complicated machine learning tasks,
using the Transformer model as its backbone. Motivated by the limited understanding of …