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Zero-Shot Time Series Forecasting with Covariates via In-Context Learning

Zero-Shot Time Series Forecasting with Covariates via In-Context Learning

3 June 2025

Raghul Parthipan

Abdul Fatir Ansari

Michael Bohlke-Schneider

Syama Sundar Rangapuram

ArXiv (abs)PDF HTML

Papers citing "Zero-Shot Time Series Forecasting with Covariates via In-Context Learning"

5 / 5 papers shown

Are Time-Indexed Foundation Models the Future of Time Series Imputation?

Are Time-Indexed Foundation Models the Future of Time Series Imputation?

Adrien Petralia

124

0

0

08 Nov 2025

Pre-trained Forecasting Models: Strong Zero-Shot Feature Extractors for Time Series Classification

Pre-trained Forecasting Models: Strong Zero-Shot Feature Extractors for Time Series Classification

Sebastinan Böck

Sepp Hochreiter

141

1

0

30 Oct 2025

Foundation Model Forecasts: Form and Function

Foundation Model Forecasts: Form and Function

Alvaro Perez-Diaz

Danielle E. Toutoungi

146

0

0

22 Oct 2025

Chronos-2: From Univariate to Universal Forecasting

Chronos-2: From Univariate to Universal Forecasting

Abdul Fatir Ansari

Oleksandr Shchur

...

Huzefa Rangwala

Michael Bohlke-Schneider

236

10

0

17 Oct 2025

TiRex: Zero-Shot Forecasting Across Long and Short Horizons with Enhanced In-Context Learning

TiRex: Zero-Shot Forecasting Across Long and Short Horizons with Enhanced In-Context Learning

Sebastian Böck

Günter Klambauer

Sepp Hochreiter

240

26

0

29 May 2025