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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.

NextGenBeing Founder

NextGenBeing Founder

Dec 17, 2025

62 0 0
federated learning healthcare +2
Fine-Tuning Llama-Adapter for Multimodal Dialogue Systems with Federated Learning and Differential Privacy
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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.

NextGenBeing Founder

NextGenBeing Founder

Nov 30, 2025

30 0 0
Natural Language Processing federated learning +1