"time series data" Papers

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Prediction Risk and Estimation Risk of the Ridgeless Least Squares Estimator under General Assumptions on Regression Errors

Sungyoon Lee, Sokbae Lee

ICLR 2025arXiv:2305.12883

TimeInf: Time Series Data Contribution via Influence Functions

Yizi Zhang, Jingyan Shen, Xiaoxue Xiong et al.

ICLR 2025oralarXiv:2407.15247
2
citations

Zero-shot Imputation with Foundation Inference Models for Dynamical Systems

Patrick Seifner, Kostadin Cvejoski, Antonia Körner et al.

ICLR 2025arXiv:2402.07594
10
citations

An Empirical Examination of Balancing Strategy for Counterfactual Estimation on Time Series

Qiang Huang, Chuizheng Meng, Defu Cao et al.

ICML 2024oralarXiv:2408.08815
1
citations

Discovering Mixtures of Structural Causal Models from Time Series Data

Sumanth Varambally, Yian Ma, Rose Yu

ICML 2024arXiv:2310.06312
10
citations