Prediction-powered inference for time series across space

stat.ME, cs.LG, stat.ML

Submitted: 2026-10-06

Updated: 2026-10-06

Comments: Accepted to TS-LIMITS Workshop at NeurIPS 2026

Code: https://github.com/shahzarrizvi/ppitsas

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Sources

• PPI++: Efficient Prediction-Powered Inference
• Demystifying Prediction Powered Inference
• Prediction-Powered Inference with Imputed Covariates and Nonuniform Sampling
• Spatially Robust Inference with Predicted and Missing at Random Labels
• Extending Prediction-Powered Inference through Conformal Prediction

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