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Author

Ren-Zhe Miao

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2 papers indexed here

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Preprint Oct 2026

Efficient conformal prediction intervals for time series: Online PID-Expert aggregation

For a given point forecaster, proportional-integral-derivative (PID) calibration configurations can attain similar overall coverage yet produce different interval widths. We introduce PID-Expert, an online aggregation method for improving the efficiency of conformal prediction intervals for time series. PID-Expert comb...

Guo-Dong Liu, Yan-Fei Kang, Ren-Zhe Miao et al. · 1 citation
Open access Sep 2026

Approximating Contribution in Misinformation Mitigation

This paper addresses the fair allocation of incentives for engaged influencers, an underexplored dimension that is critical for ensuring the long-term sustainability of misinformation mitigation, and proposes VG-App, an efficient sampling-based approximation algorithm with provable accuracy guarantees.

Jing-Hao Wang, Ren-Zhe Miao, Yan-Ping Wu et al. · 0 citations

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