12 citations · 19 across the 11 of their papers we have counts for
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stat.ME2023
A Graph-Prediction-Based Approach for Debiasing Underreported Data
Hanyang Jiang, Yao Xie
We present a novel Graph-based debiasing Algorithm for Underreported Data (GRAUD) aiming at an efficient joint estimation of event counts and discovery probabilities across spatial…
stat.ME2023★ 1 cited
Generalized generalized linear models: Convex estimation and online bounds
Anatoli Juditsky, Arkadi Nemirovski, Yao Xie +1
We introduce a new computational framework for estimating parameters in generalized generalized linear models (GGLM), a class of models that extends the popular generalized linear…
stat.ME2020★ 2 cited
Conformal prediction for time series
Chen Xu, Yao Xie
We develop a general framework for constructing distribution-free prediction intervals for time series. Theoretically, we establish explicit bounds on conditional and marginal cove…