2 citations · 2 across the 1 of their papers we have counts for
2 papers
math.PR2021★ 2 cited
Limiting free energy of multi-layer generalized linear models
Hong-Bin Chen, Jiaming Xia
We compute the high-dimensional limit of the free energy associated with a multi-layer generalized linear model. Under certain technical assumptions, we identify the limit in terms…
math.PR2020
Hamilton-Jacobi equations for inference of matrix tensor products
Hong-Bin Chen, Jiaming Xia
We study the high-dimensional limit of the free energy associated with the inference problem of finite-rank matrix tensor products. In general, we bound the limit from above by the…