The impact of data set similarity and diversity on transfer learning
success in time series forecasting

The impact of data set similarity and diversity on transfer learning success in time series forecasting

9 April 2024

Benedikt Sonnleitner

Catherine Cleophas

Germain Forestier

Papers citing "The impact of data set similarity and diversity on transfer learning success in time series forecasting"

4 / 4 papers shown

Title
Griffin: Towards a Graph-Centric Relational Database Foundation Model Yanbo Wang Xiyuan Wang Quan Gan Minjie Wang Qibin Yang David Wipf Muhan Zhang 85 0 0 08 May 2025
MOMENT: A Family of Open Time-series Foundation Models Mononito Goswami Konrad Szafer Arjun Choudhry Yifu Cai Shuo Li Artur Dubrawski AIFin AI4TS 71 109 0 06 Feb 2024
ForecastPFN: Synthetically-Trained Zero-Shot Forecasting Samuel Dooley Gurnoor Singh Khurana Chirag Mohapatra Siddartha Naidu Colin White AI4TS 84 58 0 03 Nov 2023
Forecast Evaluation for Data Scientists: Common Pitfalls and Best Practices Hansika Hewamalage Klaus Ackermann Christoph Bergmeir AI4TS 67 87 0 21 Mar 2022