10 citations · 38 across the 27 of their papers we have counts for
4 papers · 1 filter
Beyond Point Predictions: Distribution-Informed Prediction-Powered Inference
Maoyu Zhang, Jingfei Zhang, Xuming He
Prediction-powered inference (PPI) typically relies on point predictions on unlabeled data. When predictive distributions are available as in a wide range of applications, includin…
Estimation of High Dimensional Bounded Discrete Graphical Models via Regularized Generalized Score Matching
Xuran Meng, Jingfei Zhang, Yi Li
Graphical models for multivariate count data are widely used to characterize conditional dependence structures. For count variables with unbounded support, however, ensuring a fini…
Estimating Treatment and Spillover Effects with the Ego-Cluster Experimental Design
Xiao Liu, Feifang Hu, Jingfei Zhang
Network interference occurs when a unit's outcome depends not only on its own treatment but also on the treatments received by connected units in the network. Experimental designs…
A spectral inference method for determining the number of communities in networks
Yujia Wu, Xiucai Ding, Jingfei Zhang +2
To characterize the community structure in network data, researchers have developed various block-type models, including the stochastic block model, the degree-corrected stochastic…