"time-series forecasting" Papers

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CausalRivers - Scaling up benchmarking of causal discovery for real-world time-series

Gideon Stein, Maha Shadaydeh, Jan Blunk et al.

ICLR 2025oralarXiv:2503.17452

Conformal Prediction for Time-series Forecasting with Change Points

Sophia Sun, Rose Yu

NEURIPS 2025arXiv:2509.02844

Oscillatory State-Space Models

T. Konstantin Rusch, Daniela Rus

ICLR 2025arXiv:2410.03943

Zero-shot forecasting of chaotic systems

Yuanzhao Zhang, William Gilpin

ICLR 2025arXiv:2409.15771

A decoder-only foundation model for time-series forecasting

Abhimanyu Das, Weihao Kong, Rajat Sen et al.

ICML 2024oralarXiv:2310.10688

Efficient and Effective Time-Series Forecasting with Spiking Neural Networks

Changze Lv, Yansen Wang, Dongqi Han et al.

ICML 2024oralarXiv:2402.01533

Time-Series Forecasting for Out-of-Distribution Generalization Using Invariant Learning

Haoxin Liu, Harshavardhan Kamarthi, Lingkai Kong et al.

ICML 2024oralarXiv:2406.09130

UniRepLKNet: A Universal Perception Large-Kernel ConvNet for Audio Video Point Cloud Time-Series and Image Recognition

Xiaohan Ding, Yiyuan Zhang, Yixiao Ge et al.

CVPR 2024arXiv:2311.15599