D Naveenkumar

Model-agnostic meta-learning framework for data loss detection with transfer learning

2025 · Intelligent Data Analysis

Model-Agnostic Meta-Learning (MAML) has proven to be effective in various learning environments. However, it faces challenges with domain adaptation because it depends on gradient-based optimization, which does not explicitly integrate prior knowledge from related tasks. …