2 papers
stat.ML2025
Identifying Heterogeneity in Distributed Learning
Zelin Xiao, Jia Gu, Song Xi Chen
We study methods for identifying heterogeneous parameter components in distributed M-estimation with minimal data transmission. One is based on a re-normalized Wald test, which is…
math.NA2025
BIAN: A Deep Learning Method to Solve Inverse Problems Using Only Boundary Information
Feng Chen, Kegan Li, Yiran Meng +2
Over the past years, inverse problems in partial differential equations have garnered increasing interest among scientists and engineers. However, due to the lack of conventional s…