What Is Semi-Supervised Learning? Semi-supervised learning is a powerful machine learning technique that combines the strengths of supervised and unsupervised learning. It leverages a small amount of ...

Self-Supervised Learning (SSL) is revolutionizing AI by reducing the dependence on labeled data, particularly benefiting applications in resource-constrained environments. This PhD research focuses on ...

Federated Learning (FL) has gained significant attention as a novel distributed machine learning paradigm that enables collaborative model training while preserving data privacy. However, traditional ...