A PyTorch implementation of distributional alignment loss based on Cauchy-Schwarz (CS) divergence with Kernel Density Estimation (KDE). This module provides a plug-and-play loss function for ...

Abstract: Sample alignment is recognized as a vital component of vertical federated learning, which facilitates the integration of differential samples and high-quality model training. In this trend, ...

Abstract: The alignment of large language models is usually done by model providers to add or control behaviors that are common or universally understood across use cases and contexts. By contrast, in ...

When Delcy Rodriguez was sworn in as Venezuela’s interim president on Monday, three diplomats stood out among the first people to congratulate her: the ambassadors of China and Russia, and that of ...