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math.ST2018★ 8 cited
Isotonic Regression in Multi-Dimensional Spaces and Graphs
Hang Deng, Cun-Hui Zhang
In this paper we study minimax and adaptation rates in general isotonic regression. For uniform deterministic and random designs in with and noise, the…
math.ST2018★ 11 cited
Second order Stein: SURE for SURE and other applications in high-dimensional inference
Pierre C Bellec, Cun-Hui Zhang
Stein's formula states that a random variable of the form is mean-zero for functions with integrable gradient. Here, is the diver…