Recasting gradient-based meta-learning as hierarchical bayes

Keyphrases

• Meta-learning 100%
• Hierarchical Bayes 100%
• Model-agnostic Meta-learning 100%
• Gradient-based Meta-learning 100%
• Meta-learning Strategy 100%
• Performance Improvement 25%
• Intelligent Agents 25%
• Complex Function 25%
• Gradient Descent 25%
• Learning Procedure 25%
• Probabilistic Inference 25%
• Curvature Estimation 25%
• Efficient Inference 25%
• Computational Strategies 25%
• Hierarchical Bayesian Model 25%
• Model Identification 25%
• Prior Learning 25%
• Posterior Inference 25%
• Approximate Inference 25%
• Descent Procedure 25%
• Function Approximator 25%
• Bayesian Hierarchical Model 25%
• Learning Episodes 25%

Mathematics

• Approximates 100%
• Bayesian Model 100%
• Complex Variable Function 100%
• Hierarchical Bayes Model 100%
• Probabilistic Inference 100%
• Bayesian Hierarchical Modeling 100%

Computer Science

• Meta-Learning 100%
• Learning Algorithm 44%
• Intelligent Agent 11%
• Theoretical Framework 11%
• Gradient Descent 11%
• Curvature Estimation 11%
• Probabilistic Inference 11%
• Complex Function 11%
• Hierarchical Bayesian Model 11%