1 citations · 2 across the 2 of their papers we have counts for
2 papers
stat.ML2023★ 1 cited
Maximum Likelihood Estimation is All You Need for Well-Specified Covariate Shift
Jiawei Ge, Shange Tang, Jianqing Fan +2
A key challenge of modern machine learning systems is to achieve Out-of-Distribution (OOD) generalization -- generalizing to target data whose distribution differs from that of sou…
cs.LG2019★ 1 cited
Second-order Information in First-order Optimization Methods
Yuzheng Hu, Licong Lin, Shange Tang
In this paper, we try to uncover the second-order essence of several first-order optimization methods. For Nesterov Accelerated Gradient, we rigorously prove that the algorithm mak…