BriefGPT.xyz
Jan, 2024
多视角学习的PAC-Bayesian领域自适应边界
PAC-Bayesian Domain Adaptation Bounds for Multi-view learning
HTML
PDF
Mehdi Hennequin, Khalid Benabdeslem, Haytham Elghazel
TL;DR
该论文在多视角学习环境中提出了一系列关于域适应的新结果，通过Pac-Bayesian理论分析泛化边界，结合了之前将多视角整合到域适应中所忽视的两种范式，并构建了一种适用于多视角域适应的新型距离，最后将新边界与之前的研究进行了对比。
Abstract
This paper presents a series of new results for
domain adaptation
in the
multi-view learning
setting. The incorporation of multiple views in the
→