[Proposal-ML] Models Supporting Long Time Series

Max Xu

Keywords: Transformer

Abstract:

This study explores basic models supporting long time series tasks. By creat-
ing baseline models while building and maintaining time-series data, we look
to research improvements to time complexity of transformers with Mamba as
the backbone for the model training. In this study we inspect mechanisms and
techniques to handle long time series.

Submission Number: 57