https://referently.com/tags/federated-learning/ Recent content in Federated Learning on Referently.com Hugo -- gohugo.io en-us Wed, 25 Mar 2026 00:00:00 +0000 https://referently.com/training-without-collecting-how-federated-learning-redefines-data-ownership/ Wed, 25 Mar 2026 00:00:00 +0000 https://referently.com/training-without-collecting-how-federated-learning-redefines-data-ownership/ Federated learning feels like a quiet inversion of how machine learning has traditionally worked. Instead of pulling data into one central place to train a model, the model itself travels outward, learning from data where it already lives. Phones, hospitals, edge devices, enterprise systems—each becomes a local training ground. The raw data never leaves its environment. Only the learned updates, the distilled “experience” of the model, are shared back and combined into something larger.