Skip to content
conftrace_
2025 ICML ICML 2025

Enhancing Foundation Models for Time Series Forecasting via Wavelet-based Tokenization

Abstract

No abstract available. No abstract was captured for this paper when its proceedings were scraped - most often an older edition published without one online. How the corpus is built.

Authors

Luca Masserano, Abdul Fatir Ansari, Boran Han, Xiyuan Zhang, Christos Faloutsos, Michael W. Mahoney, Andrew Gordon Wilson, Youngsuk Park, Syama Sundar Rangapuram, Danielle C. Maddix, Bernie Wang

Topics

Artificial Intelligence > Core AI > Foundation Models Machine Learning > Core Methods > Representation Learning Deep Learning > Architectures > Transformers

Keywords

pretraining autoregressive model fine structure coarse structures time-localized frequencies wavelet-based tokenization
Download PDF