IEEE

KAFL-HD: Knowledge Alignment in Asynchronous Federated Learning With Heterogeneous Data

Abstract: Asynchronous Federated Learning (AFL) can mitigate the straggler problem due to unbalanced training time of clients in Synchronous Federated Learning (SFL), thereby reducing the aggregation ...
Forbes

Foundation First: Why Sales Leaders Need Data And Alignment Before Adding More AI

AI has dominated commercial conversations for the past year. Nearly every major enterprise software vendor has announced an AI agent strategy, boards are asking how AI will boost productivity and, ...
Harvard Business School

Corporate Alignment with the EU Taxonomy for Sustainable Activities: First Evidence from Financial Accounting Data

Cheema-Fox, Alex, Megan Czasonis, Piyush Kontu, and George Serafeim. "Corporate Alignment with the EU Taxonomy for Sustainable Activities: First Evidence from Financial Accounting Data." Journal of ...
IEEE

Local Normal Space Alignment for Industrial Process Monitoring by Nonisotropic Condition Data

Abstract: The effectiveness of dimension reduction analysis for high-dimensional process data is crucial to ensure industrial safety. Manifold learning methods can be advanced by considering both ...