2 papers
math.ST2024
Profiled Transfer Learning for High Dimensional Linear Model
Ziqian Lin, Junlong Zhao, Fang Wang +1
We develop here a novel transfer learning methodology called Profiled Transfer Learning (PTL). The method is based on the \textit{approximate-linear} assumption between the source…
physics.optics2024
Deep-learning-assisted optical communication with discretized state space of structured light
Minyang Zhang, Dong-Xu Chen, Pengxiang Ruan +3
The rich structure of transverse spatial modes of structured light has facilitated their extensive applications in quantum information and optical communication. The Laguerre-Gauss…