12 citations · 19 across the 11 of their papers we have counts for
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stat.ML2022★ 12 cited
Sequential Predictive Conformal Inference for Time Series
Chen Xu, Yao Xie
We present a new distribution-free conformal prediction algorithm for sequential data (e.g., time series), called the \textit{sequential predictive conformal inference} (\texttt{SP…
stat.ML2022★ 4 cited
Conformal prediction set for time-series
Chen Xu, Yao Xie
When building either prediction intervals for regression (with real-valued response) or prediction sets for classification (with categorical responses), uncertainty quantification…
stat.ML2022
A Data-Driven Approach to Robust Hypothesis Testing Using Sinkhorn Uncertainty Sets
Jie Wang, Yao Xie
Hypothesis testing for small-sample scenarios is a practically important problem. In this paper, we investigate the robust hypothesis testing problem in a data-driven manner, where…