Transformer Multivariate Forecasting: Less is More?

30 December 2023

Papers citing "Transformer Multivariate Forecasting: Less is More?"

5 / 5 papers shown

Title
A Unified Hyperparameter Optimization Pipeline for Transformer-Based Time Series Forecasting Models Jingjing Xu Caesar Wu Yuan-Fang Li Grégoire Danoy Pascal Bouvry TPM AI4TS 52 0 0 03 Jan 2025
Survey and Taxonomy: The Role of Data-Centric AI in Transformer-Based Time Series Forecasting Jingjing Xu Caesar Wu Yuan-Fang Li Grégoire Danoy Pascal Bouvry AI4TS 40 1 0 29 Jul 2024
LLMs learn governing principles of dynamical systems, revealing an in-context neural scaling law Toni J. B. Liu Nicolas Boullé Raphael Sarfati Christopher Earls AI4TS 25 13 0 01 Feb 2024
Trustworthy AI: Deciding What to Decide Caesar Wu Yuan-Fang Li Jian Li Jingjing Xu Pascal Bouvry 44 3 0 21 Nov 2023
Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting Haoyi Zhou Shanghang Zhang J. Peng Shuai Zhang Jianxin Li Hui Xiong Wan Zhang AI4TS 169 3,900 0 14 Dec 2020