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math.ST2021
Asymptotic in a class of network models with an increasing sub-Gamma degree sequence
Jing Luo, Haoyu Wei, Xiaoyu Lei +1
For the differential privacy under the sub-Gamma noise, we derive the asymptotic properties of a class of network models with binary values with a general link function. In this pa…
math.ST2020
Non-asymptotic Optimal Prediction Error for Growing-dimensional Partially Functional Linear Models
Huiming Zhang, Xiaoyu Lei
Under the reproducing kernel Hilbert spaces (RKHS), we consider the penalized least-squares of the partially functional linear models (PFLM), whose predictor contains both function…