Abstract: This article provides a comprehensive survey of aggregation strategies in federated learning (FL). This decentralized machine learning (ML) paradigm enables multiple clients to ...

Abstract: Privacy-preserving federated learning can protect the privacy of model gradients/parameters in the model aggregation phase. Most existing schemes only ...

Practical Clean Architecture backend example built with FastAPI. No stateful globals (DI), low coupling (DIP), tactical DDD, CQRS, proper UoW usage. REST API, per ...

I am not an AI consultant. I am the president of a company with just over 20 employees that sells paint online in Osaka. I cannot program. I have no specialized IT knowledge. In this series, I will ...

I am Hayano, and I support business reform for small and medium-sized enterprises at the implementation level. Have you ever experienced something like this? The morning after an event ends, someone ...