Search Results for author: WenXin Zhou

Found 3 papers, 1 papers with code

Deconstructing Student Perceptions of Generative AI (GenAI) through an Expectancy Value Theory (EVT)-based Instrument

no code implementations2 May 2023 Cecilia Ka Yuk Chan, WenXin Zhou

The results indicate a strong positive correlation between perceived value and intention to use generative AI, and a weak negative correlation between perceived cost and intention to use.

Adaptive Huber Regression

2 code implementations21 Jun 2017 Qiang Sun, WenXin Zhou, Jianqing Fan

We establish a sharp phase transition for robust estimation of regression parameters in both low and high dimensions: when $\delta \geq 1$, the estimator admits a sub-Gaussian-type deviation bound without sub-Gaussian assumptions on the data, while only a slower rate is available in the regime $0<\delta< 1$.

Statistics Theory Methodology Statistics Theory

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