4 citations · 4 across the 2 of their papers we have counts for
2 papers
cs.LG2025
TS-Inverse: A Gradient Inversion Attack Tailored for Federated Time Series Forecasting Models
Caspar Meijer, Jiyue Huang, Shreshtha Sharma +2
Federated learning (FL) for time series forecasting (TSF) enables clients with privacy-sensitive time series (TS) data to collaboratively learn accurate forecasting models, for exa…
cs.LG2024★ 4 cited
The Rise of Diffusion Models in Time-Series Forecasting
Caspar Meijer, Lydia Y. Chen
This survey delves into the application of diffusion models in time-series forecasting. Diffusion models are demonstrating state-of-the-art results in various fields of generative…