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An Analysis of Linear Time Series Forecasting Models

An Analysis of Linear Time Series Forecasting Models

William Toner
Luke Darlow
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Papers citing "An Analysis of Linear Time Series Forecasting Models"

4 / 4 papers shown
Title
Lightweight Online Adaption for Time Series Foundation Model Forecasts
Lightweight Online Adaption for Time Series Foundation Model Forecasts
Thomas L. Lee
William Toner
Rajkarn Singh
Artjom Joosem
Martin Asenov
AI4TS
79
1
0
18 Feb 2025
Performance of Zero-Shot Time Series Foundation Models on Cloud Data
Performance of Zero-Shot Time Series Foundation Models on Cloud Data
William Toner
Thomas L. Lee
Artjom Joosen
Rajkarn Singh
Martin Asenov
AI4TS
100
2
0
18 Feb 2025
Disentangled Interpretable Representation for Efficient Long-term Time Series Forecasting
Disentangled Interpretable Representation for Efficient Long-term Time Series Forecasting
Yuang Zhao
Tianyu Li
Jiadong Chen
Shenrong Ye
Fuxin Jiang
Tieying Zhang
Xiaofeng Gao
AI4TS
399
0
0
26 Nov 2024
LiNo: Advancing Recursive Residual Decomposition of Linear and Nonlinear Patterns for Robust Time Series Forecasting
LiNo: Advancing Recursive Residual Decomposition of Linear and Nonlinear Patterns for Robust Time Series Forecasting
Guoqi Yu
Yaoming Li
Xiaoyu Guo
Dayu Wang
Zirui Liu
Shujun Wang
Tong Yang
AI4TS
365
0
0
22 Oct 2024

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