48 citations · 108 across the 26 of their papers we have counts for
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stat.ME2021★ 1 cited
A Langevinized Ensemble Kalman Filter for Large-Scale Static and Dynamic Learning
Peiyi Zhang, Qifan Song, Faming Liang
The Ensemble Kalman Filter (EnKF) has achieved great successes in data assimilation in atmospheric and oceanic sciences, but its failure in convergence to the right filtering distr…
stat.ME2018
Bayesian Fusion Estimation via t-Shrinkage
Qifan Song, Guang Cheng
Shrinkage prior has gained great successes in many data analysis, however, its applications mostly focus on the Bayesian modeling of sparse parameters. In this work, we will apply…