14 citations · 63 across the 16 of their papers we have counts for
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math.ST2022
Signal-to-noise ratio aware minimaxity and higher-order asymptotics
Yilin Guo, Haolei Weng, Arian Maleki
Since its development, the minimax framework has been one of the corner stones of theoretical statistics, and has contributed to the popularity of many well-known estimators, such…
stat.ML2022
Robust Unsupervised Multi-task and Transfer Learning on Gaussian Mixture Models
Ye Tian, Haolei Weng, Lucy Xia +1
Unsupervised learning has been widely used in many real-world applications. One of the simplest and most important unsupervised learning models is the Gaussian mixture model (GMM).…
stat.ME2022★ 1 cited
Variable Selection in Latent Regression IRT Models via Knockoffs: An Application to International Large-scale Assessment in Education
Zilong Xie, Yunxiao Chen, Matthias von Davier +1
International large-scale assessments (ILSAs) play an important role in educational research and policy making. They collect valuable data on education quality and performance deve…