Search Results for author: Hanyang Jiang

Found 3 papers, 1 papers with code

Conformal prediction for multi-dimensional time series by ellipsoidal sets

1 code implementation6 Mar 2024 Chen Xu, Hanyang Jiang, Yao Xie

Conformal prediction (CP) has been a popular method for uncertainty quantification because it is distribution-free, model-agnostic, and theoretically sound.

Conformal Prediction Prediction Intervals +3

Mobile Internet Quality Estimation using Self-Tuning Kernel Regression

no code implementations4 Nov 2023 Hanyang Jiang, Henry Shaowu Yuchi, Elizabeth Belding, Ellen Zegura, Yao Xie

Modeling and estimation for spatial data are ubiquitous in real life, frequently appearing in weather forecasting, pollution detection, and agriculture.

regression Weather Forecasting

Reinforced Inverse Scattering

no code implementations8 Jun 2022 Hanyang Jiang, Yuehaw Khoo, Haizhao Yang

Inverse wave scattering aims at determining the properties of an object using data on how the object scatters incoming waves.

Object reinforcement-learning +1

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