Estimating Stochastic Linear Combination of Non-linear Regressions Efficiently and Scalably

Di Wang, Xiangyu Guo, Chaowen Guan +2

Recently, many machine learning and statistical models such as non-linear regressions, the Single Index, Multi-index, Varying Coefficient Index Models and Two-layer Neural Networks…