4 citations · 4 across the 4 of their papers we have counts for
Showing math.STShow all
2 papers · 1 filter
math.ST2024
Transfer Learning for Functional Mean Estimation: Phase Transition and Adaptive Algorithms
T. Tony Cai, Dongwoo Kim, Hongming Pu
This paper studies transfer learning for estimating the mean of random functions based on discretely sampled data, where, in addition to observations from the target distribution,…
math.ST2023
Estimation and inference for minimizer and minimum of convex functions: optimality, adaptivity and uncertainty principles
T. Tony Cai, Ran Chen, Yuancheng Zhu
Optimal estimation and inference for both the minimizer and minimum of a convex regression function under the white noise and nonparametric regression models are studied in a nonas…