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Published at December 6

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

cs.LG

cs.AI

Released Date: December 6, 2024

Authors: Luca Masserano¹, Abdul Fatir Ansari², Boran Han², Xiyuan Zhang², Christos Faloutsos¹, Michael W. Mahoney³, Andrew Gordon Wilson⁴, Youngsuk Park², Syama Rangapuram², Danielle C. Maddix², Yuyang Wang²

Aff.: ¹Carnegie Mellon University; ²AWS AI Labs; ³UC Berkeley; ⁴New York University

Arxiv: http://arxiv.org/pdf/2412.05244v1