Tag

federated learning

3 articles tagged with #federated learning

Federated Learning with TensorFlow Federated 1.2 and Scikit-learn 1.3: A Comparative Study on Privacy-Preserving ML for Healthcare Data
AI Workflows 4 min read

Federated Learning with TensorFlow Federated 1.2 and Scikit-learn 1.3: A Comparative Study on Privacy-Preserving ML for Healthcare Data

Federated learning is a machine learning approach that enables multiple actors to collaborate on model training while maintaining data private. This article explores the use of TensorFlow Federated 1.2 and Scikit-learn 1.3 for federated learning on healthcare data.

#Machine Learning #healthcare #federated learning
Dec 17, 2025
Read more →
Fine-Tuning Llama-Adapter for Multimodal Dialogue Systems with Federated Learning and Differential Privacy
Operating Systems 4 min read

Fine-Tuning Llama-Adapter for Multimodal Dialogue Systems with Federated Learning and Differential Privacy

Fine-tune Llama-Adapter in a federated learning setup with differential privacy to achieve high performance while preserving client privacy. Learn how to employ advanced techniques such as federated averaging and learning rate schedules to optimize the fine-tuning process.

#Natural Language Processing #federated learning #privacy preservation
Nov 30, 2025
Read more →
View All #federated learning Articles

Related Tags

#JavaScript #React #Vue.js #Node.js #Python #Django #FastAPI #TypeScript #Next.js #Nuxt.js #Docker #Kubernetes #AWS #Azure #GCP #Terraform #MySQL #PostgreSQL #MongoDB #PHP